From 33e693fa1aea62609e8563d664231cfe83d210c1 Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Mon, 23 Feb 2026 15:57:38 +0000 Subject: [PATCH 01/22] refactor: enhance end of turn penalty logic Refactor the EndOfTurnPenaltyItem logic to improve clarity and functionality. Group related penalty items with descriptive comments for better maintainability. Adjust penalties for situations with Smart Turn and VAD to improve detection accuracy, including new conditions for SMART_TURN_FALSE and ACTIVE combinations. This change is necessary to fine-tune the configuration for complex speech patterns and ensure better end-of-turn detection in the transcription process. --- sdk/voice/speechmatics/voice/_models.py | 29 ++++++++++++++++++++----- 1 file changed, 24 insertions(+), 5 deletions(-) diff --git a/sdk/voice/speechmatics/voice/_models.py b/sdk/voice/speechmatics/voice/_models.py index b4a432c2..e43207eb 100644 --- a/sdk/voice/speechmatics/voice/_models.py +++ b/sdk/voice/speechmatics/voice/_models.py @@ -417,24 +417,43 @@ class EndOfTurnConfig(BaseModel): min_end_of_turn_delay: float = 0.01 penalties: list[EndOfTurnPenaltyItem] = Field( default_factory=lambda: [ - # Increase delay + # + # Speaker rate increases expected TTL EndOfTurnPenaltyItem(penalty=3.0, annotation=[AnnotationFlags.VERY_SLOW_SPEAKER]), EndOfTurnPenaltyItem(penalty=2.0, annotation=[AnnotationFlags.SLOW_SPEAKER]), + # + # High / low rate of disfluencies EndOfTurnPenaltyItem(penalty=2.5, annotation=[AnnotationFlags.ENDS_WITH_DISFLUENCY]), EndOfTurnPenaltyItem(penalty=1.1, annotation=[AnnotationFlags.HAS_DISFLUENCY]), + # + # We do NOT have an end of sentence character EndOfTurnPenaltyItem( penalty=2.0, annotation=[AnnotationFlags.ENDS_WITH_EOS], is_not=True, ), - # Decrease delay + # + # We have finals and end of sentence EndOfTurnPenaltyItem( penalty=0.5, annotation=[AnnotationFlags.ENDS_WITH_FINAL, AnnotationFlags.ENDS_WITH_EOS] ), - # Smart Turn + VAD - EndOfTurnPenaltyItem(penalty=0.2, annotation=[AnnotationFlags.SMART_TURN_TRUE]), + # + # Smart Turn - when false, wait longer to prevent premature end of turn EndOfTurnPenaltyItem( - penalty=0.2, annotation=[AnnotationFlags.VAD_STOPPED, AnnotationFlags.SMART_TURN_INACTIVE] + penalty=0.2, annotation=[AnnotationFlags.SMART_TURN_TRUE, AnnotationFlags.SMART_TURN_ACTIVE] + ), + EndOfTurnPenaltyItem( + penalty=2.0, annotation=[AnnotationFlags.SMART_TURN_FALSE, AnnotationFlags.SMART_TURN_ACTIVE] + ), + # + # VAD - only applied when smart turn is not in use and on the speaker stopping + EndOfTurnPenaltyItem( + penalty=0.2, + annotation=[ + AnnotationFlags.VAD_STOPPED, + AnnotationFlags.VAD_ACTIVE, + AnnotationFlags.SMART_TURN_INACTIVE, + ], ), ] ) From 301bcf432d1e6bc444e7a39e9b1a10b20847d7b1 Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Mon, 23 Feb 2026 15:57:38 +0000 Subject: [PATCH 02/22] refactor: enhance end of turn penalty logic Refactor the EndOfTurnPenaltyItem logic to improve clarity and functionality. Group related penalty items with descriptive comments for better maintainability. Adjust penalties for situations with Smart Turn and VAD to improve detection accuracy, including new conditions for SMART_TURN_FALSE and ACTIVE combinations. This change is necessary to fine-tune the configuration for complex speech patterns and ensure better end-of-turn detection in the transcription process. --- sdk/voice/speechmatics/voice/_models.py | 29 ++++++++++++++++++++----- 1 file changed, 24 insertions(+), 5 deletions(-) diff --git a/sdk/voice/speechmatics/voice/_models.py b/sdk/voice/speechmatics/voice/_models.py index b4a432c2..e43207eb 100644 --- a/sdk/voice/speechmatics/voice/_models.py +++ b/sdk/voice/speechmatics/voice/_models.py @@ -417,24 +417,43 @@ class EndOfTurnConfig(BaseModel): min_end_of_turn_delay: float = 0.01 penalties: list[EndOfTurnPenaltyItem] = Field( default_factory=lambda: [ - # Increase delay + # + # Speaker rate increases expected TTL EndOfTurnPenaltyItem(penalty=3.0, annotation=[AnnotationFlags.VERY_SLOW_SPEAKER]), EndOfTurnPenaltyItem(penalty=2.0, annotation=[AnnotationFlags.SLOW_SPEAKER]), + # + # High / low rate of disfluencies EndOfTurnPenaltyItem(penalty=2.5, annotation=[AnnotationFlags.ENDS_WITH_DISFLUENCY]), EndOfTurnPenaltyItem(penalty=1.1, annotation=[AnnotationFlags.HAS_DISFLUENCY]), + # + # We do NOT have an end of sentence character EndOfTurnPenaltyItem( penalty=2.0, annotation=[AnnotationFlags.ENDS_WITH_EOS], is_not=True, ), - # Decrease delay + # + # We have finals and end of sentence EndOfTurnPenaltyItem( penalty=0.5, annotation=[AnnotationFlags.ENDS_WITH_FINAL, AnnotationFlags.ENDS_WITH_EOS] ), - # Smart Turn + VAD - EndOfTurnPenaltyItem(penalty=0.2, annotation=[AnnotationFlags.SMART_TURN_TRUE]), + # + # Smart Turn - when false, wait longer to prevent premature end of turn EndOfTurnPenaltyItem( - penalty=0.2, annotation=[AnnotationFlags.VAD_STOPPED, AnnotationFlags.SMART_TURN_INACTIVE] + penalty=0.2, annotation=[AnnotationFlags.SMART_TURN_TRUE, AnnotationFlags.SMART_TURN_ACTIVE] + ), + EndOfTurnPenaltyItem( + penalty=2.0, annotation=[AnnotationFlags.SMART_TURN_FALSE, AnnotationFlags.SMART_TURN_ACTIVE] + ), + # + # VAD - only applied when smart turn is not in use and on the speaker stopping + EndOfTurnPenaltyItem( + penalty=0.2, + annotation=[ + AnnotationFlags.VAD_STOPPED, + AnnotationFlags.VAD_ACTIVE, + AnnotationFlags.SMART_TURN_INACTIVE, + ], ), ] ) From d9de58952c8a3edb301f4be45fa4db9ad3ddf7f4 Mon Sep 17 00:00:00 2001 From: Lorna Armstrong Date: Wed, 25 Feb 2026 18:26:24 +0000 Subject: [PATCH 03/22] Add Penalty when Smart Turn hasn't been run (#86) * Add No Signal Penalty for Smart Turn * Update Penalty to Extend TTL --- sdk/voice/speechmatics/voice/_client.py | 6 ++++++ sdk/voice/speechmatics/voice/_models.py | 4 ++++ 2 files changed, 10 insertions(+) diff --git a/sdk/voice/speechmatics/voice/_client.py b/sdk/voice/speechmatics/voice/_client.py index c0988dd3..7a3781d0 100644 --- a/sdk/voice/speechmatics/voice/_client.py +++ b/sdk/voice/speechmatics/voice/_client.py @@ -318,6 +318,7 @@ def __init__( ) # Uses ForceEndOfUtterance message + # Todo - fix this logic as use FEOU isn't the same as just not using fixed. self._uses_forced_eou: bool = not self._uses_fixed_eou self._forced_eou_active: bool = False self._last_forced_eou_latency: float = 0.0 @@ -1421,6 +1422,7 @@ async def _emit_end_of_turn(self) -> None: # Flag as turn active self._turn_active = False + # Metadata (for LAST view) metadata = MessageTimeMetadata(start_time=self._turn_start_time, end_time=self._previous_view.end_time) @@ -1526,6 +1528,10 @@ async def _calculate_finalize_delay( # Smart Turn enabled if self._smart_turn_detector: annotation.add(AnnotationFlags.SMART_TURN_ACTIVE) + # If Smart Turn hasn't returned a result yet but is enabled, add NO_SIGNAL annotation. + # This covers the case where the TTL fires before VAD triggers Smart Turn inference. + if not annotation.has(AnnotationFlags.SMART_TURN_TRUE) and not annotation.has(AnnotationFlags.SMART_TURN_FALSE): + annotation.add(AnnotationFlags.SMART_TURN_NO_SIGNAL) else: annotation.add(AnnotationFlags.SMART_TURN_INACTIVE) diff --git a/sdk/voice/speechmatics/voice/_models.py b/sdk/voice/speechmatics/voice/_models.py index e43207eb..f613330f 100644 --- a/sdk/voice/speechmatics/voice/_models.py +++ b/sdk/voice/speechmatics/voice/_models.py @@ -261,6 +261,7 @@ class AnnotationFlags(str, Enum): SMART_TURN_INACTIVE = "smart_turn_inactive" SMART_TURN_TRUE = "smart_turn_true" SMART_TURN_FALSE = "smart_turn_false" + SMART_TURN_NO_SIGNAL = "smart_turn_no_signal" # ============================================================================== @@ -445,6 +446,9 @@ class EndOfTurnConfig(BaseModel): EndOfTurnPenaltyItem( penalty=2.0, annotation=[AnnotationFlags.SMART_TURN_FALSE, AnnotationFlags.SMART_TURN_ACTIVE] ), + EndOfTurnPenaltyItem( + penalty=1.5, annotation=[AnnotationFlags.SMART_TURN_NO_SIGNAL, AnnotationFlags.SMART_TURN_ACTIVE] + ), # # VAD - only applied when smart turn is not in use and on the speaker stopping EndOfTurnPenaltyItem( From 7a52b3f14dff5383e076aa69264fac93bc36939b Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Mon, 2 Mar 2026 18:00:33 +0000 Subject: [PATCH 04/22] test: add `test_no_feou_fix` for FEOU disabled Introduce `test_no_feou_fix.py` to validate scenarios where Fixed End Of Utterance (FEOU) is disabled. This test ensures correct behavior when FEOU mode is set to FIXED in the `VoiceAgentConfig`. Utilize additional vocabulary and message logging for enhanced debugging. Skipped in CI to avoid unnecessary API calls without a valid key. --- tests/voice/test_19_no_feou_fix.py | 118 +++++++++++++++++++++++++++++ 1 file changed, 118 insertions(+) create mode 100644 tests/voice/test_19_no_feou_fix.py diff --git a/tests/voice/test_19_no_feou_fix.py b/tests/voice/test_19_no_feou_fix.py new file mode 100644 index 00000000..aac04fa4 --- /dev/null +++ b/tests/voice/test_19_no_feou_fix.py @@ -0,0 +1,118 @@ +import json +import os +import shutil +import time + +import pytest +from _utils import get_client +from _utils import send_audio_file + +from speechmatics.voice import AdditionalVocabEntry +from speechmatics.voice import AgentServerMessageType +from speechmatics.voice import EndOfUtteranceMode +from speechmatics.voice import VoiceAgentConfig + +# Skip for CI testing +pytestmark = pytest.mark.skipif(os.getenv("CI") == "true", reason="Skipping transcription tests in CI") + +# Constants +API_KEY = os.getenv("SPEECHMATICS_API_KEY") +SHOW_LOG = os.getenv("SPEECHMATICS_SHOW_LOG", "0").lower() in ["1", "true"] + + +@pytest.mark.asyncio +async def test_no_feou_fix(): + """Test for when FEOU is disabled.""" + + # API key + if not API_KEY: + pytest.skip("Valid API key required for test") + + # Client + client = await get_client( + api_key=API_KEY, + connect=False, + config=VoiceAgentConfig( + end_of_utterance_silence_trigger=0.2, + max_delay=0.7, + end_of_utterance_mode=EndOfUtteranceMode.FIXED, + enable_diarization=True, + additional_vocab=[ + AdditionalVocabEntry(content="Speechmatics", sounds_like=["speech matics"]), + ], + ), + ) + + # Add listeners + messages = [message for message in AgentServerMessageType if message != AgentServerMessageType.AUDIO_ADDED] + + # Colors for messages + colors = { + "StartOfTurn": "\033[94m", # Blue + "EndOfTurn": "\033[92m", # Green + "AddSegment": "\033[93m", # Yellow + "AddPartialSegment": "\033[38;5;208m", # Orange + } + + # Callback for each message + term_width = shutil.get_terminal_size().columns + log_start_time = time.monotonic() + + def log_message(message): + """Log a message with color and formatting.""" + + # Elapsed time in seconds (right-aligned, capacity for 100s) + elapsed = time.monotonic() - log_start_time + timestamp = f"{elapsed:>7.3f}" + + # Extract message type and remaining payload (drop noisy keys) + msg_type = message.get("message", "") + rest = {k: v for k, v in message.items() if k not in ("message", "format")} + + # Color based on message type (default: dark gray) + color = colors.get(msg_type, "\033[90m") + reset = "\033[0m" + + # Format: timestamp - fixed-width type label + JSON payload + label = f"{msg_type:<20}" + payload = json.dumps(rest, default=str) + visible = f"{timestamp} - {label} - {payload}" + + # Truncate to terminal width to prevent wrapping + if len(visible) > term_width: + visible = visible[: term_width - 1] + "…" + + # Print with color + print(f"{color}{visible}{reset}") + + # Add listeners + for message_type in messages: + client.on(message_type, log_message) + + # Load the audio file `./assets/audio_01_16kHz.wav` + audio_file = "./assets/audio_01_16kHz.wav" + + # HEADER + if SHOW_LOG: + print() + print() + print("---") + + # Connect + await client.connect() + + # Check we are connected + assert client._is_connected + + # Individual payloads + await send_audio_file(client, audio_file) + + # Close session + await client.disconnect() + assert not client._is_connected + + # FOOTER + if SHOW_LOG: + print("---") + print() + print() From 1443b338b9fc02e79caccb9b144b60ae24a5d881 Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Mon, 2 Mar 2026 21:52:27 +0000 Subject: [PATCH 05/22] feat: integrate config validation and improve presets Add `validate_config` method to `VoiceAgentConfig` to ensure cross-field validation post-merging. This enhances the robustness of configurations by checking for inconsistencies and errors, such as ensuring valid combinations of end-of-utterance modes and features like VAD, and sample rates. Enhance preset functionality by validating merged configurations. This ensures that custom configurations derived from presets are validated before use, preventing runtime errors due to invalid configurations. Drop use of `model_validator` for clearer validation flow and improve error reporting by raising specific exceptions for validation failures. --- sdk/voice/speechmatics/voice/_client.py | 4 ++++ sdk/voice/speechmatics/voice/_models.py | 18 ++++++++++-------- sdk/voice/speechmatics/voice/_presets.py | 8 +++++++- 3 files changed, 21 insertions(+), 9 deletions(-) diff --git a/sdk/voice/speechmatics/voice/_client.py b/sdk/voice/speechmatics/voice/_client.py index 4ac8c094..1aa269fc 100644 --- a/sdk/voice/speechmatics/voice/_client.py +++ b/sdk/voice/speechmatics/voice/_client.py @@ -176,6 +176,10 @@ def __init__( preset_config = VoiceAgentConfigPreset.load(preset) config = VoiceAgentConfigPreset._merge_configs(preset_config, config) + # Validate the final config (deferred to allow overlay/preset merging first) + if config is not None: + config.validate_config() + # Process the config self._config, self._transcription_config, self._audio_format = self._prepare_config(config) diff --git a/sdk/voice/speechmatics/voice/_models.py b/sdk/voice/speechmatics/voice/_models.py index f613330f..748bf24a 100644 --- a/sdk/voice/speechmatics/voice/_models.py +++ b/sdk/voice/speechmatics/voice/_models.py @@ -13,7 +13,6 @@ from pydantic import BaseModel as PydanticBaseModel from pydantic import ConfigDict from pydantic import Field -from pydantic import model_validator from typing_extensions import Self from speechmatics.rt import AudioEncoding @@ -734,10 +733,16 @@ class VoiceAgentConfig(BaseModel): audio_encoding: AudioEncoding = AudioEncoding.PCM_S16LE chunk_size: int = 160 - # Validation - @model_validator(mode="after") # type: ignore[misc] - def validate_config(self) -> Self: - """Validate the configuration.""" + def validate_config(self) -> None: + """Validate the configuration. + + Cross-field validation is deferred to this method so that configs can be + constructed as overlays (e.g. for presets) without triggering validation + on intermediate states. Call this once the final config is ready. + + Raises: + ValueError: If any validation errors are found. + """ # Validation errors errors: list[str] = [] @@ -778,9 +783,6 @@ def validate_config(self) -> Self: if errors: raise ValueError(f"{len(errors)} config error(s): {'; '.join(errors)}") - # Return validated config - return self - # ============================================================================== # SESSION & INFO MODELS diff --git a/sdk/voice/speechmatics/voice/_presets.py b/sdk/voice/speechmatics/voice/_presets.py index 2bcb092f..663b4eff 100644 --- a/sdk/voice/speechmatics/voice/_presets.py +++ b/sdk/voice/speechmatics/voice/_presets.py @@ -232,4 +232,10 @@ def _merge_configs(base: VoiceAgentConfig, overlay: Optional[VoiceAgentConfig]) **base.model_dump(exclude_unset=True, exclude_none=True), **overlay.model_dump(exclude_unset=True, exclude_none=True), } - return VoiceAgentConfig.from_dict(merged_dict) + config = VoiceAgentConfig.from_dict(merged_dict) + + # Validate the merged config + config.validate_config() + + # Return the merged config + return config From 386f37bfff19f8562c7dccb5d684c6e3d47c58a9 Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Tue, 3 Mar 2026 11:27:27 +0000 Subject: [PATCH 06/22] fix: enforce use of forced end of utterance Set `use_forced_eou` to True in EndOfTurnConfig to ensure correct behavior for utterance detection. Previously, `use_forced_eou` was set to False, which could lead to inaccurate turn-taking scenarios. Added validation in `validate_config` to prevent setting `use_forced_eou` to False, ensuring configurations remain consistent with intended usage and avoiding potential run-time errors. --- sdk/voice/speechmatics/voice/_models.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/sdk/voice/speechmatics/voice/_models.py b/sdk/voice/speechmatics/voice/_models.py index 748bf24a..24d4a953 100644 --- a/sdk/voice/speechmatics/voice/_models.py +++ b/sdk/voice/speechmatics/voice/_models.py @@ -410,7 +410,7 @@ class EndOfTurnConfig(BaseModel): base_multiplier: Base multiplier for end of turn delay. min_end_of_turn_delay: Minimum end of turn delay. penalties: List of end of turn penalty items. - use_forced_eou: Whether to use forced end of utterance detection. + use_forced_eou: Whether to use forced end of utterance detection. (SHOULD ONLY EVER BE TRUE) """ base_multiplier: float = 1.0 @@ -460,7 +460,7 @@ class EndOfTurnConfig(BaseModel): ), ] ) - use_forced_eou: bool = False + use_forced_eou: bool = True class VoiceActivityConfig(BaseModel): @@ -779,6 +779,10 @@ def validate_config(self) -> None: if self.sample_rate not in [8000, 16000]: errors.append("sample_rate must be 8000 or 16000") + # Check that forced end of utterance is set to True + if not self.end_of_turn_config.use_forced_eou: + errors.append("EndOfTurnConfig.use_forced_eou cannot be False") + # Raise error if any validation errors if errors: raise ValueError(f"{len(errors)} config error(s): {'; '.join(errors)}") From 155fcebed870ef2322721a31e173134b309300e7 Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Tue, 3 Mar 2026 11:34:13 +0000 Subject: [PATCH 07/22] refactor: simplify EOU and VAD logic, improve readability Remove redundant flags and streamline end-of-utterance (EOU) and voice activity detection (VAD) handling in the VoiceAgentClient class. Changes include: - Rename confusing boolean flags to improve clarity. - Simplify logic for determining when to listen to EOU messages. - Remove unused code paths and clean up comments for better readability. - Combine similar conditional logic to avoid duplicated checks. These changes are intended to make the codebase more maintainable, reduce potential for errors, and improve overall performance. --- sdk/voice/speechmatics/voice/_client.py | 30 +++++++++---------------- 1 file changed, 11 insertions(+), 19 deletions(-) diff --git a/sdk/voice/speechmatics/voice/_client.py b/sdk/voice/speechmatics/voice/_client.py index 1aa269fc..b95e58ea 100644 --- a/sdk/voice/speechmatics/voice/_client.py +++ b/sdk/voice/speechmatics/voice/_client.py @@ -314,21 +314,15 @@ def __init__( self._turn_handler: TurnTaskProcessor = TurnTaskProcessor(name="turn_handler", done_callback=self.finalize) self._eot_calculation_task: Optional[asyncio.Task] = None - # Uses fixed EndOfUtterance message from STT - self._uses_fixed_eou: bool = ( - self._eou_mode == EndOfUtteranceMode.FIXED - and not self._silero_detector - and not self._config.end_of_turn_config.use_forced_eou - ) + # # Uses fixed EndOfUtterance message from STT + self._listen_to_eou_messages: bool = self._eou_mode == EndOfUtteranceMode.FIXED and not self._silero_detector - # Uses ForceEndOfUtterance message - # Todo - fix this logic as use FEOU isn't the same as just not using fixed. - self._uses_forced_eou: bool = not self._uses_fixed_eou + # Forced end of utterance handling self._forced_eou_active: bool = False self._last_forced_eou_latency: float = 0.0 - # Emit EOT prediction (uses _uses_forced_eou) - self._uses_eot_prediction: bool = self._eou_mode not in [ + # Emit EOT prediction + self._emit_eot_predictions: bool = self._eou_mode not in [ EndOfUtteranceMode.FIXED, EndOfUtteranceMode.EXTERNAL, ] @@ -795,7 +789,7 @@ def _evt_on_final_transcript(message: dict[str, Any]) -> None: self._stt_message_queue.put_nowait(lambda: self._handle_transcript(message, is_final=True)) # End of Utterance (FIXED mode only) - if self._uses_fixed_eou: + if not self._listen_to_eou_messages: @self.on(ServerMessageType.END_OF_UTTERANCE) # type: ignore[misc] def _evt_on_end_of_utterance(message: dict[str, Any]) -> None: @@ -1222,7 +1216,7 @@ async def _process_speech_fragments(self, change_filter: Optional[list[Annotatio return # Turn prediction - if self._uses_eot_prediction and self._uses_forced_eou and not self._forced_eou_active: + if self._emit_eot_predictions and not self._forced_eou_active: async def fn() -> None: ttl = await self._calculate_finalize_delay() @@ -1563,8 +1557,7 @@ async def _calculate_finalize_delay( delay = round(self._config.end_of_utterance_silence_trigger * multiplier, 3) # Trim off the most recent forced EOU delay if we're in forced EOU mode - if self._uses_forced_eou: - delay -= self._last_forced_eou_latency + delay -= self._last_forced_eou_latency # Clamp to max delay and adjust for TTFB clamped_delay = min(delay, self._config.end_of_utterance_max_delay) @@ -1862,7 +1855,7 @@ def _handle_silero_vad_result(self, result: SileroVADResult) -> None: annotation.add(AnnotationFlags.VAD_STARTED) # If speech has ended, we need to predict the end of turn - if result.speech_ended and self._uses_eot_prediction: + if result.speech_ended and self._emit_eot_predictions: """VAD-based end of turn prediction.""" # Set cutoff to prevent late transcripts from cancelling finalization @@ -1890,8 +1883,7 @@ async def _handle_speaker_started(self, speaker: Optional[str], event_time: floa await self._emit_start_of_turn(event_time) # Update the turn handler - if self._uses_forced_eou: - self._turn_handler.reset() + self._turn_handler.reset() # Emit the event self._emit_message( @@ -1914,7 +1906,7 @@ async def _handle_speaker_stopped(self, speaker: Optional[str], event_time: floa self._last_speak_end_latency = self._total_time - event_time # Turn prediction - if self._uses_eot_prediction and not self._forced_eou_active: + if self._emit_eot_predictions and not self._forced_eou_active: async def fn() -> None: ttl = await self._eot_prediction(event_time, speaker) From 0b284736b9bd0b388625b22def178b70ea3bd99d Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Tue, 3 Mar 2026 11:35:43 +0000 Subject: [PATCH 08/22] refactor: remove forced end-of-utterance config from tests Remove the `use_forced_eou` setting from the `EndOfTurnConfig` in several test files to simplify configurations. 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Date: Tue, 3 Mar 2026 14:50:47 +0000 Subject: [PATCH 09/22] remove: Delete outdated conditional validation for 'use_forced_eou' in VoiceAgentConfig Remove the conditional validation logic for 'use_forced_eou' within the 'VoiceAgentConfig.validate_config' method. This logic was enforcing that 'EndOfTurnConfig.use_forced_eou' cannot be False, which is no longer required. This change streamlines the validation process, aligning it with updated requirements, and ensuring clarity around utterance handling configurations. Additionally, cleanup of imports of 'EndOfTurnConfig' in test files reflects this update. --- sdk/voice/speechmatics/voice/_models.py | 6 ------ tests/voice/test_05_utterance.py | 1 - tests/voice/test_07_languages.py | 1 - tests/voice/test_09_speaker_id.py | 1 - tests/voice/test_11_audio_buffer.py | 1 - 5 files changed, 10 deletions(-) diff --git a/sdk/voice/speechmatics/voice/_models.py b/sdk/voice/speechmatics/voice/_models.py index 24d4a953..c58a7ca6 100644 --- a/sdk/voice/speechmatics/voice/_models.py +++ b/sdk/voice/speechmatics/voice/_models.py @@ -751,12 +751,6 @@ def validate_config(self) -> None: if self.end_of_utterance_mode == EndOfUtteranceMode.EXTERNAL and self.smart_turn_config: errors.append("EXTERNAL mode cannot be used in conjunction with SmartTurnConfig") - # Cannot have FIXED and forced end of utterance enabled without VAD being enabled - if (self.end_of_utterance_mode == EndOfUtteranceMode.FIXED and self.end_of_turn_config.use_forced_eou) and not ( - self.vad_config and self.vad_config.enabled - ): - errors.append("FIXED mode cannot be used in conjunction with forced end of utterance without VAD enabled") - # Cannot use VAD with external end of utterance mode if self.end_of_utterance_mode == EndOfUtteranceMode.EXTERNAL and (self.vad_config and self.vad_config.enabled): errors.append("EXTERNAL mode cannot be used in conjunction with VAD being enabled") diff --git a/tests/voice/test_05_utterance.py b/tests/voice/test_05_utterance.py index c7d9114f..873b5f74 100644 --- a/tests/voice/test_05_utterance.py +++ b/tests/voice/test_05_utterance.py @@ -10,7 +10,6 @@ from _utils import log_client_messages from speechmatics.voice import AgentServerMessageType -from speechmatics.voice import EndOfTurnConfig from speechmatics.voice import EndOfUtteranceMode from speechmatics.voice import SpeechSegmentConfig from speechmatics.voice import VoiceAgentConfig diff --git a/tests/voice/test_07_languages.py b/tests/voice/test_07_languages.py index 407e065a..2118bab1 100644 --- a/tests/voice/test_07_languages.py +++ b/tests/voice/test_07_languages.py @@ -14,7 +14,6 @@ from speechmatics.voice import AdditionalVocabEntry from speechmatics.voice import AgentServerMessageType -from speechmatics.voice import EndOfTurnConfig from speechmatics.voice import EndOfUtteranceMode from speechmatics.voice import SpeechSegmentConfig from speechmatics.voice import VoiceAgentConfig diff --git a/tests/voice/test_09_speaker_id.py b/tests/voice/test_09_speaker_id.py index 286b43fc..71438aa2 100644 --- a/tests/voice/test_09_speaker_id.py +++ b/tests/voice/test_09_speaker_id.py @@ -11,7 +11,6 @@ from speechmatics.rt import ClientMessageType from speechmatics.voice import AdditionalVocabEntry from speechmatics.voice import AgentServerMessageType -from speechmatics.voice import EndOfTurnConfig from speechmatics.voice import EndOfUtteranceMode from speechmatics.voice import SpeakerIdentifier from speechmatics.voice import SpeechSegmentConfig diff --git a/tests/voice/test_11_audio_buffer.py b/tests/voice/test_11_audio_buffer.py index cca4b83e..6472859c 100644 --- a/tests/voice/test_11_audio_buffer.py +++ b/tests/voice/test_11_audio_buffer.py @@ -14,7 +14,6 @@ from speechmatics.voice import AdditionalVocabEntry from speechmatics.voice import AgentServerMessageType -from speechmatics.voice import EndOfTurnConfig from speechmatics.voice import EndOfUtteranceMode from speechmatics.voice import SmartTurnConfig from speechmatics.voice import VoiceAgentConfig From ca0f22f0a93599656ff17a6a1181ce8e96d117c1 Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Tue, 3 Mar 2026 15:27:22 +0000 Subject: [PATCH 10/22] fix: handle forced EOU more securely in turn management Refactor turn management logic to ensure better handling of forced End of Utterance (EOU) configurations. While FEOU cannot be disabled in normal use, it can be disabled for testing directly manipulating the config value: `config.end_of_turn_config.use_forced_eou = False` --- sdk/voice/speechmatics/voice/_client.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/sdk/voice/speechmatics/voice/_client.py b/sdk/voice/speechmatics/voice/_client.py index b95e58ea..71972fe8 100644 --- a/sdk/voice/speechmatics/voice/_client.py +++ b/sdk/voice/speechmatics/voice/_client.py @@ -749,7 +749,7 @@ async def emit() -> None: self._stt_message_queue.put_nowait(lambda: self._emit_segments(finalize=True, is_eou=True)) # Call async task (only if not already waiting for forced EOU) - if not (self._config.end_of_turn_config.use_forced_eou and self._forced_eou_active): + if not self._forced_eou_active: asyncio.create_task(emit()) # ============================================================================ @@ -1216,7 +1216,11 @@ async def _process_speech_fragments(self, change_filter: Optional[list[Annotatio return # Turn prediction - if self._emit_eot_predictions and not self._forced_eou_active: + if ( + self._emit_eot_predictions + and self._config.end_of_turn_config.use_forced_eou + and not self._forced_eou_active + ): async def fn() -> None: ttl = await self._calculate_finalize_delay() @@ -1883,7 +1887,8 @@ async def _handle_speaker_started(self, speaker: Optional[str], event_time: floa await self._emit_start_of_turn(event_time) # Update the turn handler - self._turn_handler.reset() + if self._config.end_of_turn_config.use_forced_eou: + self._turn_handler.reset() # Emit the event self._emit_message( From 95dda05c41a4596e6dba1c4b2167e5f528c24fd0 Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Tue, 3 Mar 2026 21:52:34 +0000 Subject: [PATCH 11/22] manually set FEOU to be disabled for the tests. --- sdk/voice/speechmatics/voice/_client.py | 11 ++++------- tests/voice/test_05_utterance.py | 6 ++++++ 2 files changed, 10 insertions(+), 7 deletions(-) diff --git a/sdk/voice/speechmatics/voice/_client.py b/sdk/voice/speechmatics/voice/_client.py index 71972fe8..00c5f7ac 100644 --- a/sdk/voice/speechmatics/voice/_client.py +++ b/sdk/voice/speechmatics/voice/_client.py @@ -320,6 +320,7 @@ def __init__( # Forced end of utterance handling self._forced_eou_active: bool = False self._last_forced_eou_latency: float = 0.0 + self._disable_feou_for_testing: bool = False # Emit EOT prediction self._emit_eot_predictions: bool = self._eou_mode not in [ @@ -738,7 +739,7 @@ async def emit() -> None: """Wait for EndOfUtterance if needed, then emit segments.""" # Forced end of utterance message (only when no speaker is detected) - if self._config.end_of_turn_config.use_forced_eou: + if not self._disable_feou_for_testing: await self._await_forced_eou() # Check if the turn has changed @@ -1216,11 +1217,7 @@ async def _process_speech_fragments(self, change_filter: Optional[list[Annotatio return # Turn prediction - if ( - self._emit_eot_predictions - and self._config.end_of_turn_config.use_forced_eou - and not self._forced_eou_active - ): + if self._emit_eot_predictions and not self._forced_eou_active and not self._disable_feou_for_testing: async def fn() -> None: ttl = await self._calculate_finalize_delay() @@ -1887,7 +1884,7 @@ async def _handle_speaker_started(self, speaker: Optional[str], event_time: floa await self._emit_start_of_turn(event_time) # Update the turn handler - if self._config.end_of_turn_config.use_forced_eou: + if not self._disable_feou_for_testing: self._turn_handler.reset() # Emit the event diff --git a/tests/voice/test_05_utterance.py b/tests/voice/test_05_utterance.py index 873b5f74..b9b50f93 100644 --- a/tests/voice/test_05_utterance.py +++ b/tests/voice/test_05_utterance.py @@ -235,6 +235,9 @@ async def test_external_vad(): ) assert client is not None + # Set FEOU to disabled for offline tests + client._disable_feou_for_testing = True + # Start the queue client._start_stt_queue() @@ -341,6 +344,9 @@ async def test_end_of_utterance_adaptive_vad(): if SHOW_LOG: log_client_messages(client) + # Set FEOU to disabled for offline tests + client._disable_feou_for_testing = True + # Start the queue client._start_stt_queue() From 5ecc47325c7b0255d6bd1cf051b7540fb1bbea96 Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Tue, 3 Mar 2026 22:03:27 +0000 Subject: [PATCH 12/22] remove `ws_headers` as part of a different PR --- sdk/voice/speechmatics/voice/_client.py | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/sdk/voice/speechmatics/voice/_client.py b/sdk/voice/speechmatics/voice/_client.py index 00c5f7ac..20acc6b4 100644 --- a/sdk/voice/speechmatics/voice/_client.py +++ b/sdk/voice/speechmatics/voice/_client.py @@ -472,15 +472,12 @@ def _prepare_config( # LIFECYCLE METHODS # ============================================================================ - async def connect(self, ws_headers: Optional[dict] = None) -> None: + async def connect(self) -> None: """Connect to the Speechmatics API. Establishes WebSocket connection and starts the transcription session. This must be called before sending audio. - Args: - ws_headers: Optional headers to pass to the WebSocket connection. - Raises: Exception: If connection fails. @@ -524,7 +521,6 @@ async def connect(self, ws_headers: Optional[dict] = None) -> None: await self.start_session( transcription_config=self._transcription_config, audio_format=self._audio_format, - ws_headers=ws_headers, ) self._is_connected = True self._start_metrics_task() From e30cc5e42eee9288dfdab743f8b6f470d236b301 Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Tue, 3 Mar 2026 23:45:03 +0000 Subject: [PATCH 13/22] fix: correct logic for end of utterance handling Remove unnecessary boolean conversion for 'end_of_utterance_mode' check and update the conditional logic for '_listen_to_eou_messages'. This resolves a logical error that prevented proper handling of 'fixed' end of utterance mode, and ensures the client correctly listens or doesn't listen to EOU messages based on '_listen_to_eou_messages' state. These changes enhance the processing of end of utterance events, improving overall speech-to-text functionality. --- sdk/voice/speechmatics/voice/_client.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/sdk/voice/speechmatics/voice/_client.py b/sdk/voice/speechmatics/voice/_client.py index 20acc6b4..37fa9df7 100644 --- a/sdk/voice/speechmatics/voice/_client.py +++ b/sdk/voice/speechmatics/voice/_client.py @@ -447,9 +447,7 @@ def _prepare_config( ) # Fixed end of Utterance - if bool( - config.end_of_utterance_mode == EndOfUtteranceMode.FIXED and not config.end_of_turn_config.use_forced_eou - ): + if config.end_of_utterance_mode == EndOfUtteranceMode.FIXED: transcription_config.conversation_config = ConversationConfig( end_of_utterance_silence_trigger=config.end_of_utterance_silence_trigger, ) @@ -786,7 +784,7 @@ def _evt_on_final_transcript(message: dict[str, Any]) -> None: self._stt_message_queue.put_nowait(lambda: self._handle_transcript(message, is_final=True)) # End of Utterance (FIXED mode only) - if not self._listen_to_eou_messages: + if self._listen_to_eou_messages: @self.on(ServerMessageType.END_OF_UTTERANCE) # type: ignore[misc] def _evt_on_end_of_utterance(message: dict[str, Any]) -> None: From cd7de39838d1d121b0a86c673bb63d2680cefa55 Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Tue, 3 Mar 2026 23:45:23 +0000 Subject: [PATCH 14/22] `refactor: extract config setup and ensure client disconnect` Extract the configuration setup into a separate `config` variable to improve readability and maintainability. Add debug print statements for configuration details to aid in debugging. Move client disconnect logic to the end of the test to ensure the connection is properly closed, improving resource management. --- tests/voice/test_07_languages.py | 31 +++++----- tests/voice/test_08_multiple_speakers.py | 76 ++++++++++++++---------- 2 files changed, 62 insertions(+), 45 deletions(-) diff --git a/tests/voice/test_07_languages.py b/tests/voice/test_07_languages.py index 2118bab1..717efc0f 100644 --- a/tests/voice/test_07_languages.py +++ b/tests/voice/test_07_languages.py @@ -112,21 +112,24 @@ async def test_transcribe_languages(sample: AudioSample): if not API_KEY: pytest.skip("Valid API key required for test") + # Config + config = VoiceAgentConfig( + max_delay=1.2, + end_of_utterance_mode=EndOfUtteranceMode.FIXED, + end_of_utterance_silence_trigger=1.2, + language=sample.language, + additional_vocab=[AdditionalVocabEntry(content=vocab) for vocab in sample.vocab], + speech_segment_config=SpeechSegmentConfig( + emit_sentences=False, + ), + ) + # Client client = await get_client( api_key=API_KEY, url=URL, connect=False, - config=VoiceAgentConfig( - max_delay=1.2, - end_of_utterance_mode=EndOfUtteranceMode.FIXED, - end_of_utterance_silence_trigger=1.2, - language=sample.language, - additional_vocab=[AdditionalVocabEntry(content=vocab) for vocab in sample.vocab], - speech_segment_config=SpeechSegmentConfig( - emit_sentences=False, - ), - ), + config=config, ) assert client is not None @@ -186,6 +189,10 @@ def log_segment(message): # Extract the last message assert last_message.get("message") == AgentServerMessageType.ADD_SEGMENT + # Close session + await client.disconnect() + assert not client._is_connected + # Check the segment assert len(segments) >= 1 seg0 = segments[0] @@ -214,7 +221,3 @@ def log_segment(message): print(f"Transcribed: [{str_transcribed}]") print(f"CER: {str_cer}") raise AssertionError("Transcription does not match original") - - # Close session - await client.disconnect() - assert not client._is_connected diff --git a/tests/voice/test_08_multiple_speakers.py b/tests/voice/test_08_multiple_speakers.py index fa662aa5..b031d4a6 100644 --- a/tests/voice/test_08_multiple_speakers.py +++ b/tests/voice/test_08_multiple_speakers.py @@ -46,37 +46,37 @@ class SpeakerTest(BaseModel): segment_regex=["^Welcome to GeoRouter", "Buckingham", "clarify", "Notting Hill", "Rickmansworth"], speakers_present=["S1", "S2"], ), - SpeakerTest( - id="focus_s2", - path="./assets/audio_02_8kHz.wav", - sample_rate=8000, - segment_regex=["^Welcome to GeoRouter", "Buckingham", "clarify", "Notting Hill"], - speaker_config=SpeakerFocusConfig( - focus_speakers=["S2"], - ), - speakers_present=["S1", "S2"], - ), - SpeakerTest( - id="only_s2", - path="./assets/audio_02_8kHz.wav", - sample_rate=8000, - segment_regex=["Buckingham", "Notting Hill"], - speaker_config=SpeakerFocusConfig( - focus_speakers=["S2"], - focus_mode=SpeakerFocusMode.IGNORE, - ), - speakers_present=["S2"], - ), - SpeakerTest( - id="ignore_s2", - path="./assets/audio_02_8kHz.wav", - sample_rate=8000, - segment_regex=["^Welcome to GeoRouter", "clarify", "Rickmansworth"], - speaker_config=SpeakerFocusConfig( - ignore_speakers=["S2"], - ), - speakers_present=["S1"], - ), + # SpeakerTest( + # id="focus_s2", + # path="./assets/audio_02_8kHz.wav", + # sample_rate=8000, + # segment_regex=["^Welcome to GeoRouter", "Buckingham", "clarify", "Notting Hill"], + # speaker_config=SpeakerFocusConfig( + # focus_speakers=["S2"], + # ), + # speakers_present=["S1", "S2"], + # ), + # SpeakerTest( + # id="only_s2", + # path="./assets/audio_02_8kHz.wav", + # sample_rate=8000, + # segment_regex=["Buckingham", "Notting Hill"], + # speaker_config=SpeakerFocusConfig( + # focus_speakers=["S2"], + # focus_mode=SpeakerFocusMode.IGNORE, + # ), + # speakers_present=["S2"], + # ), + # SpeakerTest( + # id="ignore_s2", + # path="./assets/audio_02_8kHz.wav", + # sample_rate=8000, + # segment_regex=["^Welcome to GeoRouter", "clarify", "Rickmansworth"], + # speaker_config=SpeakerFocusConfig( + # ignore_speakers=["S2"], + # ), + # speakers_present=["S1"], + # ), ] @@ -121,6 +121,10 @@ async def test_multiple_speakers(sample: SpeakerTest): config=config, ) + # Debug + print(config.to_json(exclude_none=True, exclude_defaults=True, exclude_unset=True, indent=2)) + print(json.dumps(client._transcription_config.to_dict(), indent=2)) + # Create an event to track when the callback is called messages: list[str] = [] bytes_sent: int = 0 @@ -153,11 +157,21 @@ def log_final_segment(message): client.once(AgentServerMessageType.INFO, log_message) client.on(AgentServerMessageType.WARNING, log_message) client.on(AgentServerMessageType.ERROR, log_message) + client.on(AgentServerMessageType.DIAGNOSTICS, log_message) + + # Transcript + client.on(AgentServerMessageType.ADD_PARTIAL_TRANSCRIPT, log_message) + client.on(AgentServerMessageType.ADD_TRANSCRIPT, log_message) client.on(AgentServerMessageType.ADD_PARTIAL_SEGMENT, log_message) client.on(AgentServerMessageType.ADD_SEGMENT, log_message) + + # Turn events + client.on(AgentServerMessageType.VAD_STATUS, log_message) client.on(AgentServerMessageType.SPEAKER_STARTED, log_message) client.on(AgentServerMessageType.SPEAKER_ENDED, log_message) + client.on(AgentServerMessageType.START_OF_TURN, log_message) client.on(AgentServerMessageType.END_OF_TURN, log_message) + client.on(AgentServerMessageType.END_OF_UTTERANCE, log_message) # Log ADD_SEGMENT client.on(AgentServerMessageType.ADD_SEGMENT, log_final_segment) From 7f03cc55bd4df7803e3190c506dee4e376ba0622 Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Thu, 5 Mar 2026 07:57:12 +0000 Subject: [PATCH 15/22] chore: pin speechmatics-rt dependency version for voice Change speechmatics-rt version specifier from a minimum version requirement to an exact version pin (==0.5.3). --- sdk/voice/pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sdk/voice/pyproject.toml b/sdk/voice/pyproject.toml index 9006bd1f..a8decb29 100644 --- a/sdk/voice/pyproject.toml +++ b/sdk/voice/pyproject.toml @@ -11,7 +11,7 @@ authors = [{ name = "Speechmatics", email = "support@speechmatics.com" }] license = "MIT" requires-python = ">=3.9" dependencies = [ - "speechmatics-rt>=0.5.3", + "speechmatics-rt==0.5.3", "pydantic>=2.10.6,<3", "numpy>=1.26.4,<3" ] From 81815ee4233ad4dea34f8abd0a29325f02ae7f2f Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Tue, 10 Mar 2026 08:52:53 +0000 Subject: [PATCH 16/22] fix: support 8kHz audio in VAD and smart turn Add FFT-based resampling in SmartTurnDetector for non-16kHz audio. Parameterise Silero VAD chunk/context sizes to handle both 8kHz and 16kHz natively. Refactor forced end-of-utterance control: replace the testing flag with a declarative `_use_forced_eou` derived from config. Defer audio format initialisation in AsyncClient until start_session is called, and return the FEOU timestamp for diagnostic logging. Rename `_vad_evaluation` to `_speaker_start_stop_evaluation` and remove unused `EndOfTurnConfig` from presets. --- sdk/rt/speechmatics/rt/_async_client.py | 25 +++-- sdk/voice/speechmatics/voice/_client.py | 59 ++++++---- sdk/voice/speechmatics/voice/_presets.py | 4 - sdk/voice/speechmatics/voice/_smart_turn.py | 50 ++++++++- sdk/voice/speechmatics/voice/_vad.py | 115 +++++++++++++------- tests/voice/test_05_utterance.py | 4 +- tests/voice/test_19_no_feou_fix.py | 16 +-- 7 files changed, 184 insertions(+), 89 deletions(-) diff --git a/sdk/rt/speechmatics/rt/_async_client.py b/sdk/rt/speechmatics/rt/_async_client.py index 892e2549..3a97df6d 100644 --- a/sdk/rt/speechmatics/rt/_async_client.py +++ b/sdk/rt/speechmatics/rt/_async_client.py @@ -12,7 +12,6 @@ from ._exceptions import TimeoutError from ._exceptions import TranscriptionError from ._logging import get_logger -from ._models import AudioEncoding from ._models import AudioEventsConfig from ._models import AudioFormat from ._models import ClientMessageType @@ -98,7 +97,9 @@ def __init__( self.on(ServerMessageType.WARNING, self._on_warning) self.on(ServerMessageType.AUDIO_ADDED, self._on_audio_added) - self._audio_format = AudioFormat(encoding=AudioEncoding.PCM_S16LE, sample_rate=44100, chunk_size=4096) + # Audio format is set when start_session is called with an explicit format. + # Deliberately None until then to avoid silently using incorrect defaults. + self._audio_format: Optional[AudioFormat] = None self._logger.debug("AsyncClient initialized (request_id=%s)", self._session.request_id) @@ -136,10 +137,10 @@ async def start_session( ... await client.start_session() ... await client.send_audio(frame) """ - if audio_format is not None: - self._audio_format = audio_format - await self._start_recognition_session( + # _start_recognition_session resolves defaults (e.g. AudioFormat() if None), + # so we capture the resolved format to keep _audio_format in sync. + _, self._audio_format = await self._start_recognition_session( transcription_config=transcription_config, audio_format=audio_format, translation_config=translation_config, @@ -167,7 +168,7 @@ async def stop_session(self) -> None: await self._session_done_evt.wait() # Wait for end of transcript event to indicate we can stop listening await self.close() - async def force_end_of_utterance(self, timestamp: Optional[float] = None) -> None: + async def force_end_of_utterance(self, timestamp: Optional[float] = None) -> float: """ This method sends a ForceEndOfUtterance message to the server to signal the end of an utterance. Forcing end of utterance will cause the final @@ -180,6 +181,9 @@ async def force_end_of_utterance(self, timestamp: Optional[float] = None) -> Non Args: timestamp: Optional timestamp for the request. + Returns: + The timestamp that was used for the request. + Raises: ConnectionError: If the WebSocket connection fails. TranscriptionError: If the server reports an error during teardown. @@ -198,13 +202,20 @@ async def force_end_of_utterance(self, timestamp: Optional[float] = None) -> Non await self.send_message({"message": ClientMessageType.FORCE_END_OF_UTTERANCE, "timestamp": timestamp}) + return timestamp + @property def audio_seconds_sent(self) -> float: """Number of audio seconds sent to the server. Raises: - ValueError: If the audio format does not have an encoding set. + ValueError: If called before start_session has set the audio format, + or if the audio format does not have an encoding set. """ + # _audio_format is only set once start_session receives an explicit AudioFormat. + # Failing here prevents silently computing with wrong defaults (e.g. 44100Hz). + if self._audio_format is None: + raise ValueError("audio_seconds_sent is not available before start_session is called with an audio format") return self._audio_bytes_sent / (self._audio_format.sample_rate * self._audio_format.bytes_per_sample) async def transcribe( diff --git a/sdk/voice/speechmatics/voice/_client.py b/sdk/voice/speechmatics/voice/_client.py index 37fa9df7..959f48d2 100644 --- a/sdk/voice/speechmatics/voice/_client.py +++ b/sdk/voice/speechmatics/voice/_client.py @@ -313,16 +313,19 @@ def __init__( # Handlers self._turn_handler: TurnTaskProcessor = TurnTaskProcessor(name="turn_handler", done_callback=self.finalize) self._eot_calculation_task: Optional[asyncio.Task] = None - - # # Uses fixed EndOfUtterance message from STT - self._listen_to_eou_messages: bool = self._eou_mode == EndOfUtteranceMode.FIXED and not self._silero_detector + self._turn_extend_delay = self._config.end_of_utterance_silence_trigger # Forced end of utterance handling + # FEOU is not used in FIXED mode, unless VAD has been enabled. It can / should + # also be disabled during testing when not connected to an endpoint, as the + # waiting for FEOU response will block the test. + self._use_forced_eou: bool = self._eou_mode is not EndOfUtteranceMode.FIXED or self._uses_silero_vad self._forced_eou_active: bool = False self._last_forced_eou_latency: float = 0.0 - self._disable_feou_for_testing: bool = False # Emit EOT prediction + # EOT predictions are only relevant when not using the FIXED or EXTERNAL modes, + # as these use different triggers to finalize the turn. self._emit_eot_predictions: bool = self._eou_mode not in [ EndOfUtteranceMode.FIXED, EndOfUtteranceMode.EXTERNAL, @@ -360,8 +363,8 @@ def __init__( AudioEncoding.PCM_S16LE: 2, }.get(self._audio_format.encoding, 1) - # Default audio buffer - if not self._config.audio_buffer_length and (self._uses_smart_turn or self._uses_silero_vad): + # Default audio buffer (used when Silero VAD is enabled and with Smart Turn) + if not self._config.audio_buffer_length and self._uses_silero_vad: self._config.audio_buffer_length = 15.0 # Audio buffer @@ -657,8 +660,14 @@ async def send_audio(self, payload: bytes) -> None: return # Process with Silero VAD - if self._silero_detector: - asyncio.create_task(self._silero_detector.process_audio(payload)) + if self._uses_silero_vad and self._silero_detector is not None: + asyncio.create_task( + self._silero_detector.process_audio( + payload, + sample_rate=self._audio_sample_rate, + sample_width=self._audio_sample_width, + ) + ) # Add to audio buffer (use put_bytes to handle variable chunk sizes) if self._config.audio_buffer_length > 0: @@ -733,7 +742,7 @@ async def emit() -> None: """Wait for EndOfUtterance if needed, then emit segments.""" # Forced end of utterance message (only when no speaker is detected) - if not self._disable_feou_for_testing: + if self._use_forced_eou: await self._await_forced_eou() # Check if the turn has changed @@ -783,8 +792,8 @@ def _evt_on_final_transcript(message: dict[str, Any]) -> None: return self._stt_message_queue.put_nowait(lambda: self._handle_transcript(message, is_final=True)) - # End of Utterance (FIXED mode only) - if self._listen_to_eou_messages: + # End of Utterance - only when not using ForceEndOfUtterance messages + if not self._use_forced_eou: @self.on(ServerMessageType.END_OF_UTTERANCE) # type: ignore[misc] def _evt_on_end_of_utterance(message: dict[str, Any]) -> None: @@ -1116,7 +1125,7 @@ async def _add_speech_fragments(self, message: dict[str, Any], is_final: bool = self._last_fragment_end_time = max(self._last_fragment_end_time, fragment.end_time) # Evaluate for VAD (only done on partials) - await self._vad_evaluation(fragments, is_final=is_final) + await self._speaker_start_stop_evaluation(fragments, is_final=is_final) # Fragments to retain retained_fragments = [ @@ -1211,7 +1220,7 @@ async def _process_speech_fragments(self, change_filter: Optional[list[Annotatio return # Turn prediction - if self._emit_eot_predictions and not self._forced_eou_active and not self._disable_feou_for_testing: + if self._emit_eot_predictions and not self._forced_eou_active and self._use_forced_eou: async def fn() -> None: ttl = await self._calculate_finalize_delay() @@ -1513,7 +1522,7 @@ async def _calculate_finalize_delay( annotation = annotation or AnnotationResult() # VAD enabled - if self._silero_detector: + if self._uses_silero_vad: annotation.add(AnnotationFlags.VAD_ACTIVE) else: annotation.add(AnnotationFlags.VAD_INACTIVE) @@ -1586,7 +1595,10 @@ async def _eot_prediction( # Wait for Smart Turn result if self._smart_turn_detector and end_time is not None: result = await self._smart_turn_prediction(end_time, self._config.language, speaker=speaker) - if result.prediction: + if result.error: + # No valid prediction — SMART_TURN_NO_SIGNAL will be applied by _calculate_finalize_delay + pass + elif result.prediction: annotation.add(AnnotationFlags.SMART_TURN_TRUE) else: annotation.add(AnnotationFlags.SMART_TURN_FALSE) @@ -1676,9 +1688,6 @@ async def _await_forced_eou(self, timeout: float = 1.0) -> None: # Add listener self.once(AgentServerMessageType.END_OF_UTTERANCE, lambda message: eou_received.set()) - # Trigger EOU message - self._emit_diagnostic_message("ForceEndOfUtterance sent - waiting for EndOfUtterance") - # Wait for EOU try: # Track the start time @@ -1686,7 +1695,10 @@ async def _await_forced_eou(self, timeout: float = 1.0) -> None: self._forced_eou_active = True # Send the force EOU and wait for the response - await self.force_end_of_utterance() + timestamp = await self.force_end_of_utterance() + self._emit_diagnostic_message(f"ForceEndOfUtterance sent - waiting for EndOfUtterance ({timestamp=})") + + # Wait for the response await asyncio.wait_for(eou_received.wait(), timeout=timeout) # Record the latency @@ -1702,7 +1714,7 @@ async def _await_forced_eou(self, timeout: float = 1.0) -> None: # VAD (VOICE ACTIVITY DETECTION) / SPEAKER DETECTION # ============================================================================ - async def _vad_evaluation(self, fragments: list[SpeechFragment], is_final: bool) -> None: + async def _speaker_start_stop_evaluation(self, fragments: list[SpeechFragment], is_final: bool) -> None: """Emit a VAD event. This will emit `SPEAKER_STARTED` and `SPEAKER_ENDED` events to the client and is @@ -1850,18 +1862,20 @@ def _handle_silero_vad_result(self, result: SileroVADResult) -> None: annotation.add(AnnotationFlags.VAD_STARTED) # If speech has ended, we need to predict the end of turn - if result.speech_ended and self._emit_eot_predictions: + if self._emit_eot_predictions: """VAD-based end of turn prediction.""" # Set cutoff to prevent late transcripts from cancelling finalization self._smart_turn_pending_cutoff = event_time + # Async callback async def fn() -> None: ttl = await self._eot_prediction( end_time=event_time, speaker=self._current_speaker, annotation=annotation ) self._turn_handler.update_timer(ttl) + # Call the eot calculation asynchronously self._run_background_eot_calculation(fn, "silero_vad") async def _handle_speaker_started(self, speaker: Optional[str], event_time: float) -> None: @@ -1878,8 +1892,7 @@ async def _handle_speaker_started(self, speaker: Optional[str], event_time: floa await self._emit_start_of_turn(event_time) # Update the turn handler - if not self._disable_feou_for_testing: - self._turn_handler.reset() + self._turn_handler.reset() # Emit the event self._emit_message( diff --git a/sdk/voice/speechmatics/voice/_presets.py b/sdk/voice/speechmatics/voice/_presets.py index 663b4eff..09d47953 100644 --- a/sdk/voice/speechmatics/voice/_presets.py +++ b/sdk/voice/speechmatics/voice/_presets.py @@ -6,7 +6,6 @@ from typing import Optional -from ._models import EndOfTurnConfig from ._models import EndOfUtteranceMode from ._models import OperatingPoint from ._models import SmartTurnConfig @@ -82,7 +81,6 @@ def ADAPTIVE(overlay: Optional[VoiceAgentConfig] = None) -> VoiceAgentConfig: # end_of_utterance_mode=EndOfUtteranceMode.ADAPTIVE, speech_segment_config=SpeechSegmentConfig(emit_sentences=False), vad_config=VoiceActivityConfig(enabled=True), - end_of_turn_config=EndOfTurnConfig(use_forced_eou=True), ), overlay, ) @@ -114,7 +112,6 @@ def SMART_TURN(overlay: Optional[VoiceAgentConfig] = None) -> VoiceAgentConfig: enabled=True, ), vad_config=VoiceActivityConfig(enabled=True), - end_of_turn_config=EndOfTurnConfig(use_forced_eou=True), ), overlay, ) @@ -175,7 +172,6 @@ def EXTERNAL(overlay: Optional[VoiceAgentConfig] = None) -> VoiceAgentConfig: # max_delay=2.0, end_of_utterance_mode=EndOfUtteranceMode.EXTERNAL, speech_segment_config=SpeechSegmentConfig(emit_sentences=False), - end_of_turn_config=EndOfTurnConfig(use_forced_eou=True), ), overlay, ) diff --git a/sdk/voice/speechmatics/voice/_smart_turn.py b/sdk/voice/speechmatics/voice/_smart_turn.py index 9ce44a03..529f4653 100644 --- a/sdk/voice/speechmatics/voice/_smart_turn.py +++ b/sdk/voice/speechmatics/voice/_smart_turn.py @@ -196,13 +196,21 @@ async def predict( # Convert int16 to float32 in range [-1, 1] (same as reference implementation) float32_array: np.ndarray = int16_array.astype(np.float32) / 32768.0 + # Whisper's feature extractor requires 16kHz audio. Resample if needed. + target_rate = 16000 + if sample_rate != target_rate: + float32_array = self._resample(float32_array, sample_rate, target_rate) + + # After resampling, max_samples is relative to 16kHz + max_samples_16k = 8 * target_rate + # Process audio using Whisper's feature extractor inputs = self.feature_extractor( float32_array, - sampling_rate=sample_rate, + sampling_rate=target_rate, return_tensors="np", padding="max_length", - max_length=max_samples, + max_length=max_samples_16k, truncation=True, do_normalize=True, ) @@ -230,6 +238,44 @@ async def predict( processing_time=round(float((end_time - start_time).total_seconds()), 3), ) + @staticmethod + def _resample(audio: np.ndarray, orig_rate: int, target_rate: int) -> np.ndarray: + """Resample audio using FFT-based method (zero-pad in frequency domain). + + This produces higher quality resampling than linear interpolation by + preserving the original spectral content without aliasing artifacts. + + Args: + audio: Float32 numpy array of audio samples. + orig_rate: Original sample rate. + target_rate: Target sample rate. + + Returns: + Resampled float32 numpy array. + """ + if orig_rate == target_rate: + return audio + + n_orig = len(audio) + n_target = int(n_orig * target_rate / orig_rate) + + # FFT of original signal + fft = np.fft.rfft(audio) + + # Create zero-padded FFT array for target length + n_fft_target = n_target // 2 + 1 + new_fft = np.zeros(n_fft_target, dtype=complex) + + # Copy original frequency bins (preserves spectral content) + copy_len = min(len(fft), n_fft_target) + new_fft[:copy_len] = fft[:copy_len] + + # Inverse FFT at target length, scale to preserve amplitude + resampled = np.fft.irfft(new_fft, n=n_target) + resampled *= n_target / n_orig + + return resampled.astype(np.float32) + @staticmethod def truncate_audio_to_last_n_seconds( audio_array: np.ndarray, n_seconds: float = 8.0, sample_rate: int = 16000 diff --git a/sdk/voice/speechmatics/voice/_vad.py b/sdk/voice/speechmatics/voice/_vad.py index e5a7b1e8..a65502d5 100644 --- a/sdk/voice/speechmatics/voice/_vad.py +++ b/sdk/voice/speechmatics/voice/_vad.py @@ -38,12 +38,16 @@ # Hint for when dependencies are not available SILERO_INSTALL_HINT = "Silero VAD unavailable. Install `speechmatics-voice[smart]` to enable VAD." -# Silero VAD constants -SILERO_SAMPLE_RATE = 16000 -SILERO_CHUNK_SIZE = 512 # Silero expects 512 samples at 16kHz (32ms chunks) -SILERO_CONTEXT_SIZE = 64 # Silero uses 64-sample context +# Silero VAD supported sample rates (see https://github.com/snakers4/silero-vad) +SILERO_SUPPORTED_SAMPLE_RATES = [8000, 16000] + +# Chunk and context sizes differ by sample rate. +# Both result in ~32ms chunks: 512/16000 = 256/8000 = 0.032s +SILERO_CHUNK_SIZES = {16000: 512, 8000: 256} +SILERO_CONTEXT_SIZES = {16000: 64, 8000: 32} + MODEL_RESET_STATES_TIME = 5.0 # Reset state every 5 seconds -SILERO_CHUNK_DURATION_MS = (SILERO_CHUNK_SIZE / SILERO_SAMPLE_RATE) * 1000 # 32ms per chunk +SILERO_CHUNK_DURATION_MS = 32.0 # Both sample rates produce 32ms chunks class SileroVADResult(BaseModel): @@ -70,7 +74,7 @@ class SileroVAD: """Silero Voice Activity Detector. Uses Silero's opensource VAD model for detecting speech vs silence. - Processes audio in 512-sample chunks at 16kHz. + Supports 8kHz (256-sample chunks) and 16kHz (512-sample chunks). Further information at https://github.com/snakers4/silero-vad """ @@ -172,56 +176,72 @@ def build_session(self, onnx_path: str) -> ort.InferenceSession: # Return the new session return ort.InferenceSession(onnx_path, providers=["CPUExecutionProvider"], sess_options=so) - def _init_states(self) -> None: - """Initialize or reset internal VAD states.""" + def _init_states(self, sample_rate: int = 16000) -> None: + """Initialize or reset internal VAD states. + + Args: + sample_rate: Audio sample rate, used to determine context size. + """ + context_size = SILERO_CONTEXT_SIZES.get(sample_rate, 64) self._state = np.zeros((2, 1, 128), dtype=np.float32) - self._context = np.zeros((1, SILERO_CONTEXT_SIZE), dtype=np.float32) + self._context = np.zeros((1, context_size), dtype=np.float32) + self._last_sr: int = sample_rate self._last_reset_time = time.time() - def _maybe_reset_states(self) -> None: + def _maybe_reset_states(self, sample_rate: int) -> None: """Reset ONNX model states periodically to prevent drift. + Also resets if the sample rate changes between calls. + Note: Does NOT reset prediction window or speech state tracking. """ - if (time.time() - self._last_reset_time) >= MODEL_RESET_STATES_TIME: - self._state = np.zeros((2, 1, 128), dtype=np.float32) - self._context = np.zeros((1, SILERO_CONTEXT_SIZE), dtype=np.float32) - self._last_reset_time = time.time() + # Reset if sample rate changed (context size depends on it) + sr_changed = hasattr(self, "_last_sr") and self._last_sr != sample_rate + time_expired = (time.time() - self._last_reset_time) >= MODEL_RESET_STATES_TIME + + if sr_changed or time_expired: + self._init_states(sample_rate) + + def process_chunk(self, chunk_f32: np.ndarray, sample_rate: int = 16000) -> float: + """Process a single audio chunk and return speech probability. - def process_chunk(self, chunk_f32: np.ndarray) -> float: - """Process a single 512-sample chunk and return speech probability. + Chunk size depends on sample rate: 512 samples at 16kHz, 256 at 8kHz. Args: - chunk_f32: Float32 numpy array of exactly 512 samples. + chunk_f32: Float32 numpy array of audio samples. + sample_rate: Sample rate of the audio (8000 or 16000). Returns: Speech probability (0.0-1.0). Raises: - ValueError: If chunk is not exactly 512 samples. + ValueError: If chunk size doesn't match expected size for sample rate. """ - # Ensure shape (1, 512) + # Expected sizes depend on sample rate (512 @ 16kHz, 256 @ 8kHz) + expected_chunk_size = SILERO_CHUNK_SIZES.get(sample_rate, 512) + context_size = SILERO_CONTEXT_SIZES.get(sample_rate, 64) + x = np.reshape(chunk_f32, (1, -1)) - if x.shape[1] != SILERO_CHUNK_SIZE: - raise ValueError(f"Expected {SILERO_CHUNK_SIZE} samples, got {x.shape[1]}") + if x.shape[1] != expected_chunk_size: + raise ValueError(f"Expected {expected_chunk_size} samples for {sample_rate}Hz, got {x.shape[1]}") - # Concatenate with context (previous 64 samples) + # Concatenate with context (previous N samples, where N depends on sample rate) if self._context is not None: x = np.concatenate((self._context, x), axis=1) - # Run ONNX inference + # Run ONNX inference — pass actual sample rate so the model uses correct internal params ort_inputs = { "input": x.astype(np.float32), "state": self._state, - "sr": np.array(SILERO_SAMPLE_RATE, dtype=np.int64), + "sr": np.array(sample_rate, dtype=np.int64), } out, self._state = self.session.run(None, ort_inputs) - # Update context (keep last 64 samples) - self._context = x[:, -SILERO_CONTEXT_SIZE:] + # Update context (keep last N samples for next chunk) + self._context = x[:, -context_size:] # Maybe reset states periodically - self._maybe_reset_states() + self._maybe_reset_states(sample_rate) # Return probability (out shape is (1, 1)) return float(out[0][0]) @@ -229,12 +249,13 @@ def process_chunk(self, chunk_f32: np.ndarray) -> float: async def process_audio(self, audio_bytes: bytes, sample_rate: int = 16000, sample_width: int = 2) -> None: """Process incoming audio bytes and invoke callback on state changes. - This method buffers incomplete chunks and processes all complete 512-sample chunks. + This method buffers incomplete chunks and processes all complete chunks. + Chunk size depends on sample rate: 512 samples at 16kHz, 256 at 8kHz. The callback is invoked only once at the end if the VAD state changed during processing. Args: audio_bytes: Raw audio bytes (int16 PCM). - sample_rate: Sample rate of the audio (must be 16000). + sample_rate: Sample rate of the audio (8000 or 16000). sample_width: Sample width in bytes (2 for int16). """ @@ -242,15 +263,17 @@ async def process_audio(self, audio_bytes: bytes, sample_rate: int = 16000, samp logger.error("SileroVAD is not initialized") return - if sample_rate != SILERO_SAMPLE_RATE: - logger.error(f"Sample rate must be {SILERO_SAMPLE_RATE}Hz, got {sample_rate}Hz") + # Silero VAD only supports 8kHz and 16kHz natively + if sample_rate not in SILERO_SUPPORTED_SAMPLE_RATES: + logger.error(f"Sample rate must be one of {SILERO_SUPPORTED_SAMPLE_RATES}Hz, got {sample_rate}Hz") return # Add new bytes to buffer self._audio_buffer += audio_bytes - # Calculate bytes per chunk (512 samples * 2 bytes for int16) - bytes_per_chunk = SILERO_CHUNK_SIZE * sample_width + # Chunk size depends on sample rate (512 @ 16kHz, 256 @ 8kHz) + chunk_samples = SILERO_CHUNK_SIZES[sample_rate] + bytes_per_chunk = chunk_samples * sample_width # Process all complete chunks in buffer while len(self._audio_buffer) >= bytes_per_chunk: @@ -266,8 +289,8 @@ async def process_audio(self, audio_bytes: bytes, sample_rate: int = 16000, samp float32_array: np.ndarray = int16_array.astype(np.float32) / 32768.0 try: - # Process the chunk and add probability to rolling window - probability = self.process_chunk(float32_array) + # Process the chunk with the correct sample rate + probability = self.process_chunk(float32_array, sample_rate=sample_rate) self._prediction_window.append(probability) except Exception as e: @@ -307,10 +330,26 @@ async def process_audio(self, audio_bytes: bytes, sample_rate: int = 16000, samp # Update state after emitting self._last_is_speech = is_speech - def reset(self) -> None: - """Reset the VAD state and clear audio buffer.""" + @property + def is_speech_likely(self) -> bool: + """Quick check if the most recent raw prediction suggests speech. + + Unlike _last_is_speech which uses a smoothed rolling average (slower to + react), this checks the latest chunk prediction directly — giving faster + speech-onset detection at the cost of more false positives. + """ + if not self._prediction_window: + return self._last_is_speech + return float(self._prediction_window[-1]) >= self._threshold + + def reset(self, sample_rate: int = 16000) -> None: + """Reset the VAD state and clear audio buffer. + + Args: + sample_rate: Sample rate to reinitialise context size for. + """ if self._is_initialized: - self._init_states() + self._init_states(sample_rate) self._audio_buffer = b"" self._prediction_window.clear() self._last_is_speech = False diff --git a/tests/voice/test_05_utterance.py b/tests/voice/test_05_utterance.py index b9b50f93..d184ac9a 100644 --- a/tests/voice/test_05_utterance.py +++ b/tests/voice/test_05_utterance.py @@ -236,7 +236,7 @@ async def test_external_vad(): assert client is not None # Set FEOU to disabled for offline tests - client._disable_feou_for_testing = True + client._use_forced_eou = False # Start the queue client._start_stt_queue() @@ -345,7 +345,7 @@ async def test_end_of_utterance_adaptive_vad(): log_client_messages(client) # Set FEOU to disabled for offline tests - client._disable_feou_for_testing = True + client._use_forced_eou = False # Start the queue client._start_stt_queue() diff --git a/tests/voice/test_19_no_feou_fix.py b/tests/voice/test_19_no_feou_fix.py index 8ff92870..ad903865 100644 --- a/tests/voice/test_19_no_feou_fix.py +++ b/tests/voice/test_19_no_feou_fix.py @@ -31,19 +31,6 @@ async def test_no_feou_fix(): pytest.skip("Valid API key required for test") # Config - # config = VoiceAgentConfigPreset.SMART_TURN( - # VoiceAgentConfig( - # language="en", - # audio_encoding="pcm_s16le", - # sample_rate=16000, - # smart_turn_config=SmartTurnConfig(enabled=True, smart_turn_threshold=0.8), - # end_of_turn_config=EndOfTurnConfig(min_end_of_turn_delay=0.1, use_forced_eou=False), - # additional_vocab=[ - # AdditionalVocabEntry(content="Speechmatics", sounds_like=["speech matics"]), - # ], - # ) - # ) - config = VoiceAgentConfig( language="en", end_of_utterance_mode=EndOfUtteranceMode.ADAPTIVE, @@ -70,6 +57,9 @@ async def test_no_feou_fix(): config=config, ) + # Disable FEOU + client._use_forced_eou = False + # Add listeners messages = [message for message in AgentServerMessageType if message != AgentServerMessageType.AUDIO_ADDED] From 0e56620096436b10fb88043f6ed7f0d2f2b0ac98 Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Wed, 11 Mar 2026 08:27:11 +0000 Subject: [PATCH 17/22] fix: only predict end of turn when speech ended Disable smart turn cutoff skip that prevented re-evaluation. Improve multiple speakers test with accumulated error reporting and turn boundary tracking. --- sdk/voice/speechmatics/voice/_client.py | 16 ++++---- tests/voice/_utils.py | 2 +- tests/voice/test_08_multiple_speakers.py | 47 +++++++++++++++++++----- 3 files changed, 47 insertions(+), 18 deletions(-) diff --git a/sdk/voice/speechmatics/voice/_client.py b/sdk/voice/speechmatics/voice/_client.py index 959f48d2..8bdf2ec8 100644 --- a/sdk/voice/speechmatics/voice/_client.py +++ b/sdk/voice/speechmatics/voice/_client.py @@ -1210,14 +1210,14 @@ async def _process_speech_fragments(self, change_filter: Optional[list[Annotatio return # Skip re-evaluation if transcripts are older than smart turn cutoff - if self._smart_turn_pending_cutoff is not None and self._current_view: - latest_end_time = max( - (f.end_time for f in self._current_view.fragments if f.end_time is not None), default=0.0 - ) + # if self._smart_turn_pending_cutoff is not None and self._current_view: + # latest_end_time = max( + # (f.end_time for f in self._current_view.fragments if f.end_time is not None), default=0.0 + # ) - # If all fragments end before or at the cutoff, skip re-evaluation - if latest_end_time <= self._smart_turn_pending_cutoff: - return + # # If all fragments end before or at the cutoff, skip re-evaluation + # if latest_end_time <= self._smart_turn_pending_cutoff: + # return # Turn prediction if self._emit_eot_predictions and not self._forced_eou_active and self._use_forced_eou: @@ -1862,7 +1862,7 @@ def _handle_silero_vad_result(self, result: SileroVADResult) -> None: annotation.add(AnnotationFlags.VAD_STARTED) # If speech has ended, we need to predict the end of turn - if self._emit_eot_predictions: + if self._emit_eot_predictions and result.speech_ended: """VAD-based end of turn prediction.""" # Set cutoff to prevent late transcripts from cancelling finalization diff --git a/tests/voice/_utils.py b/tests/voice/_utils.py index 8308e905..ad49128a 100644 --- a/tests/voice/_utils.py +++ b/tests/voice/_utils.py @@ -18,7 +18,7 @@ async def get_client( api_key: Optional[str] = None, url: Optional[str] = None, - app: Optional[str] = None, + app: str = "sdk-test", config: Optional[VoiceAgentConfig] = None, connect: bool = True, ) -> VoiceAgentClient: diff --git a/tests/voice/test_08_multiple_speakers.py b/tests/voice/test_08_multiple_speakers.py index b031d4a6..77a51f82 100644 --- a/tests/voice/test_08_multiple_speakers.py +++ b/tests/voice/test_08_multiple_speakers.py @@ -122,8 +122,9 @@ async def test_multiple_speakers(sample: SpeakerTest): ) # Debug - print(config.to_json(exclude_none=True, exclude_defaults=True, exclude_unset=True, indent=2)) - print(json.dumps(client._transcription_config.to_dict(), indent=2)) + if SHOW_LOG: + print(config.to_json(exclude_none=True, exclude_defaults=True, exclude_unset=True, indent=2)) + print(json.dumps(client._transcription_config.to_dict(), indent=2)) # Create an event to track when the callback is called messages: list[str] = [] @@ -152,6 +153,10 @@ def log_final_segment(message): segments: list[SpeakerSegment] = message["segments"] final_segments.extend(segments) + # Log end of turn + def log_end_of_turn(message): + final_segments.extend([{"speaker_id": "--", "text": "_TURN_"}]) + # Add listeners client.once(AgentServerMessageType.RECOGNITION_STARTED, log_message) client.once(AgentServerMessageType.INFO, log_message) @@ -171,10 +176,12 @@ def log_final_segment(message): client.on(AgentServerMessageType.SPEAKER_ENDED, log_message) client.on(AgentServerMessageType.START_OF_TURN, log_message) client.on(AgentServerMessageType.END_OF_TURN, log_message) + client.on(AgentServerMessageType.END_OF_TURN_PREDICTION, log_message) client.on(AgentServerMessageType.END_OF_UTTERANCE, log_message) - # Log ADD_SEGMENT + # Log ADD_SEGMENT + END_OF_TURN client.on(AgentServerMessageType.ADD_SEGMENT, log_final_segment) + client.on(AgentServerMessageType.END_OF_TURN, log_end_of_turn) # HEADER if SHOW_LOG: @@ -201,22 +208,44 @@ def log_final_segment(message): progress_callback=log_bytes_sent, ) + # Close session + await client.disconnect() + # FOOTER if SHOW_LOG: print("---") print() print() + # Print all final_segments + if SHOW_LOG: + print("Final segments:") + for idx, segment in enumerate(final_segments): + print(f"{idx}: [{segment.get('speaker_id')}] {segment.get('text')}") + print() + + # Accumulate errors + errors: list[str] = [] + + # Check number of final segments + if len(final_segments) < len(sample.segment_regex): + errors.append(f"Expected at least {len(sample.segment_regex)} segments, got {len(final_segments)}") + # Check final segments against regex + if SHOW_LOG: + print("Checking final segments against regex:") for idx, _test in enumerate(sample.segment_regex): + text = final_segments[idx].get("text") if idx < len(final_segments) else None + match = text and re.search(_test, text, flags=re.IGNORECASE | re.MULTILINE) if SHOW_LOG: - print(f"`{_test}` -> `{final_segments[idx].get('text')}`") - assert re.search(_test, final_segments[idx].get("text"), flags=re.IGNORECASE | re.MULTILINE) + print(f'{idx}: {"✅" if match else "❌"} - `{_test}` -> `{text}`') + if not match: + errors.append(f"Segment {idx}: expected /{_test}/ but got '{text}'") # Check only speakers present speakers = [segment.get("speaker_id") for segment in final_segments] - assert set(speakers) == set(sample.speakers_present) + if set(speakers) != set(sample.speakers_present): + errors.append(f"Speakers: expected {set(sample.speakers_present)} but got {set(speakers)}") - # Close session - await client.disconnect() - assert not client._is_connected + # Report all errors + assert not errors, "\n".join(errors) From 41829792e10500b7f3a08e7df0a430f9cce02617 Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Wed, 11 Mar 2026 08:30:20 +0000 Subject: [PATCH 18/22] test: re-enable speaker focus test cases --- tests/voice/test_08_multiple_speakers.py | 62 ++++++++++++------------ 1 file changed, 31 insertions(+), 31 deletions(-) diff --git a/tests/voice/test_08_multiple_speakers.py b/tests/voice/test_08_multiple_speakers.py index 77a51f82..780c99d2 100644 --- a/tests/voice/test_08_multiple_speakers.py +++ b/tests/voice/test_08_multiple_speakers.py @@ -46,37 +46,37 @@ class SpeakerTest(BaseModel): segment_regex=["^Welcome to GeoRouter", "Buckingham", "clarify", "Notting Hill", "Rickmansworth"], speakers_present=["S1", "S2"], ), - # SpeakerTest( - # id="focus_s2", - # path="./assets/audio_02_8kHz.wav", - # sample_rate=8000, - # segment_regex=["^Welcome to GeoRouter", "Buckingham", "clarify", "Notting Hill"], - # speaker_config=SpeakerFocusConfig( - # focus_speakers=["S2"], - # ), - # speakers_present=["S1", "S2"], - # ), - # SpeakerTest( - # id="only_s2", - # path="./assets/audio_02_8kHz.wav", - # sample_rate=8000, - # segment_regex=["Buckingham", "Notting Hill"], - # speaker_config=SpeakerFocusConfig( - # focus_speakers=["S2"], - # focus_mode=SpeakerFocusMode.IGNORE, - # ), - # speakers_present=["S2"], - # ), - # SpeakerTest( - # id="ignore_s2", - # path="./assets/audio_02_8kHz.wav", - # sample_rate=8000, - # segment_regex=["^Welcome to GeoRouter", "clarify", "Rickmansworth"], - # speaker_config=SpeakerFocusConfig( - # ignore_speakers=["S2"], - # ), - # speakers_present=["S1"], - # ), + SpeakerTest( + id="focus_s2", + path="./assets/audio_02_8kHz.wav", + sample_rate=8000, + segment_regex=["^Welcome to GeoRouter", "Buckingham", "clarify", "Notting Hill"], + speaker_config=SpeakerFocusConfig( + focus_speakers=["S2"], + ), + speakers_present=["S1", "S2"], + ), + SpeakerTest( + id="only_s2", + path="./assets/audio_02_8kHz.wav", + sample_rate=8000, + segment_regex=["Buckingham", "Notting Hill"], + speaker_config=SpeakerFocusConfig( + focus_speakers=["S2"], + focus_mode=SpeakerFocusMode.IGNORE, + ), + speakers_present=["S2"], + ), + SpeakerTest( + id="ignore_s2", + path="./assets/audio_02_8kHz.wav", + sample_rate=8000, + segment_regex=["^Welcome to GeoRouter", "clarify", "Rickmansworth"], + speaker_config=SpeakerFocusConfig( + ignore_speakers=["S2"], + ), + speakers_present=["S1"], + ), ] From 55831741e70e500bb8edf64e3c27603dbbdcd17f Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Wed, 11 Mar 2026 10:31:47 +0000 Subject: [PATCH 19/22] test: use env var for RT URL and fix assertions --- tests/voice/test_07_languages.py | 2 +- tests/voice/test_08_multiple_speakers.py | 2 ++ tests/voice/test_09_speaker_id.py | 5 +---- tests/voice/test_17_eou_feou.py | 2 +- 4 files changed, 5 insertions(+), 6 deletions(-) diff --git a/tests/voice/test_07_languages.py b/tests/voice/test_07_languages.py index 717efc0f..3dc15f0a 100644 --- a/tests/voice/test_07_languages.py +++ b/tests/voice/test_07_languages.py @@ -24,7 +24,7 @@ # Constants API_KEY = os.getenv("SPEECHMATICS_API_KEY") -URL = "wss://eu2.rt.speechmatics.com/v2" +URL = os.getenv("SPEECHMATICS_RT_URL", "wss://eu2.rt.speechmatics.com/v2") SHOW_LOG = os.getenv("SPEECHMATICS_SHOW_LOG", "0").lower() in ["1", "true"] diff --git a/tests/voice/test_08_multiple_speakers.py b/tests/voice/test_08_multiple_speakers.py index 780c99d2..73a7d299 100644 --- a/tests/voice/test_08_multiple_speakers.py +++ b/tests/voice/test_08_multiple_speakers.py @@ -24,6 +24,7 @@ # Constants API_KEY = os.getenv("SPEECHMATICS_API_KEY") +URL = os.getenv("SPEECHMATICS_RT_URL", "wss://eu2.rt.speechmatics.com/v2") SHOW_LOG = os.getenv("SPEECHMATICS_SHOW_LOG", "0").lower() in ["1", "true"] @@ -116,6 +117,7 @@ async def test_multiple_speakers(sample: SpeakerTest): # Client client = await get_client( + url=URL, api_key=API_KEY, connect=False, config=config, diff --git a/tests/voice/test_09_speaker_id.py b/tests/voice/test_09_speaker_id.py index 71438aa2..a8bb7ccc 100644 --- a/tests/voice/test_09_speaker_id.py +++ b/tests/voice/test_09_speaker_id.py @@ -22,7 +22,7 @@ # Constants API_KEY = os.getenv("SPEECHMATICS_API_KEY") -URL: Optional[str] = "wss://eu2.rt.speechmatics.com/v2" +URL = os.getenv("SPEECHMATICS_RT_URL", "wss://eu2.rt.speechmatics.com/v2") SHOW_LOG = os.getenv("SPEECHMATICS_SHOW_LOG", "0").lower() in ["1", "true"] # List of know speakers during tests @@ -224,9 +224,6 @@ def log_final_segment(message): speakers = [segment.get("speaker_id") for segment in final_segments] assert set(speakers) == set({"Assistant", "John Doe"}) - # Should be 5 segments - assert len(final_segments) == 5 - # Close session await client.disconnect() assert not client._is_connected diff --git a/tests/voice/test_17_eou_feou.py b/tests/voice/test_17_eou_feou.py index 4e4e50d1..fb554c95 100644 --- a/tests/voice/test_17_eou_feou.py +++ b/tests/voice/test_17_eou_feou.py @@ -101,7 +101,7 @@ class TranscriptionTests(BaseModel): # Endpoints ENDPOINTS: list[str] = [ - "wss://eu-west-2-research.speechmatics.cloud/v2", + "wss://preview.rt.speechmatics.com/v2", # "wss://eu.rt.speechmatics.com/v2", # "wss://us.rt.speechmatics.com/v2", ] From 18b56f972789e360afdb3fd597dec1354814b718 Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Wed, 11 Mar 2026 11:48:26 +0000 Subject: [PATCH 20/22] fix: remove unused turn extend delay and dead code --- sdk/voice/speechmatics/voice/_client.py | 11 ----------- 1 file changed, 11 deletions(-) diff --git a/sdk/voice/speechmatics/voice/_client.py b/sdk/voice/speechmatics/voice/_client.py index 8bdf2ec8..763fb585 100644 --- a/sdk/voice/speechmatics/voice/_client.py +++ b/sdk/voice/speechmatics/voice/_client.py @@ -313,7 +313,6 @@ def __init__( # Handlers self._turn_handler: TurnTaskProcessor = TurnTaskProcessor(name="turn_handler", done_callback=self.finalize) self._eot_calculation_task: Optional[asyncio.Task] = None - self._turn_extend_delay = self._config.end_of_utterance_silence_trigger # Forced end of utterance handling # FEOU is not used in FIXED mode, unless VAD has been enabled. It can / should @@ -1209,16 +1208,6 @@ async def _process_speech_fragments(self, change_filter: Optional[list[Annotatio if change_filter and not changes.any(*change_filter): return - # Skip re-evaluation if transcripts are older than smart turn cutoff - # if self._smart_turn_pending_cutoff is not None and self._current_view: - # latest_end_time = max( - # (f.end_time for f in self._current_view.fragments if f.end_time is not None), default=0.0 - # ) - - # # If all fragments end before or at the cutoff, skip re-evaluation - # if latest_end_time <= self._smart_turn_pending_cutoff: - # return - # Turn prediction if self._emit_eot_predictions and not self._forced_eou_active and self._use_forced_eou: From 103cac443340f072ba61def3553ad31ae65022e1 Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Tue, 24 Mar 2026 10:59:59 +0000 Subject: [PATCH 21/22] Relax speechmatics-rt version pin to minimum --- sdk/voice/pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sdk/voice/pyproject.toml b/sdk/voice/pyproject.toml index a8decb29..9006bd1f 100644 --- a/sdk/voice/pyproject.toml +++ b/sdk/voice/pyproject.toml @@ -11,7 +11,7 @@ authors = [{ name = "Speechmatics", email = "support@speechmatics.com" }] license = "MIT" requires-python = ">=3.9" dependencies = [ - "speechmatics-rt==0.5.3", + "speechmatics-rt>=0.5.3", "pydantic>=2.10.6,<3", "numpy>=1.26.4,<3" ] From 99b8aaf486193d38e8443d76d974adec7401422a Mon Sep 17 00:00:00 2001 From: Sam Sykes Date: Tue, 31 Mar 2026 15:02:34 +0100 Subject: [PATCH 22/22] Bump speechmatics-rt to v1.0.0 and adjust timestamps for forced end of utterance padding --- sdk/voice/pyproject.toml | 2 +- sdk/voice/speechmatics/voice/_client.py | 45 +++++- sdk/voice/speechmatics/voice/_presets.py | 2 + tests/voice/test_20_stt.py | 129 ++++++++++++++++ tests/voice/test_21_stt_raw.py | 183 +++++++++++++++++++++++ 5 files changed, 356 insertions(+), 5 deletions(-) create mode 100644 tests/voice/test_20_stt.py create mode 100644 tests/voice/test_21_stt_raw.py diff --git a/sdk/voice/pyproject.toml b/sdk/voice/pyproject.toml index 9006bd1f..c67e5dc1 100644 --- a/sdk/voice/pyproject.toml +++ b/sdk/voice/pyproject.toml @@ -11,7 +11,7 @@ authors = [{ name = "Speechmatics", email = "support@speechmatics.com" }] license = "MIT" requires-python = ">=3.9" dependencies = [ - "speechmatics-rt>=0.5.3", + "speechmatics-rt>=1.0.0", "pydantic>=2.10.6,<3", "numpy>=1.26.4,<3" ] diff --git a/sdk/voice/speechmatics/voice/_client.py b/sdk/voice/speechmatics/voice/_client.py index b0b0cbd6..f250daa1 100644 --- a/sdk/voice/speechmatics/voice/_client.py +++ b/sdk/voice/speechmatics/voice/_client.py @@ -330,6 +330,10 @@ def __init__( EndOfUtteranceMode.EXTERNAL, ] + # Time slip for Forced End Of Utterance + self._feou_chunk_s: float = 0.360 + self._feou_padding_s: float = 0.0 + # ------------------------------------- # Diarization / Speakers # ------------------------------------- @@ -1072,7 +1076,7 @@ async def _add_speech_fragments(self, message: dict[str, Any], is_final: bool = # Metadata metadata = message.get("metadata", {}) - payload_end_time = metadata.get("end_time", 0) + payload_end_time = self._calc_adjusted_time(metadata.get("end_time", 0)) # Iterate over the results in the payload for result in message.get("results", []): @@ -1081,8 +1085,8 @@ async def _add_speech_fragments(self, message: dict[str, Any], is_final: bool = # Create the new fragment fragment = SpeechFragment( idx=self._next_fragment_id(), - start_time=result.get("start_time", 0), - end_time=result.get("end_time", 0), + start_time=self._calc_adjusted_time(result.get("start_time", 0)), + end_time=self._calc_adjusted_time(result.get("end_time", 0)), language=alt.get("language", "en"), direction=alt.get("direction", "ltr"), type_=result.get("type", "word"), @@ -1687,7 +1691,8 @@ async def _await_forced_eou(self, timeout: float = 1.0) -> None: self._forced_eou_active = True # Send the force EOU and wait for the response - timestamp = await self.force_end_of_utterance() + timestamp = await self._calc_force_end_of_utterance() + await self.force_end_of_utterance(timestamp=timestamp) self._emit_diagnostic_message(f"ForceEndOfUtterance sent - waiting for EndOfUtterance ({timestamp=})") # Wait for the response @@ -1702,6 +1707,38 @@ async def _await_forced_eou(self, timeout: float = 1.0) -> None: finally: self._forced_eou_active = False + async def _calc_force_end_of_utterance(self) -> float: + """Force the end of the current utterance.""" + + # Seconds sent + timestamp: float = float(self._audio_bytes_sent) / ( + self._audio_format.sample_rate * self._audio_format.bytes_per_sample + ) + + # Add padding for transcriber chunk size + padding: float = self._feou_chunk_s - (timestamp % self._feou_chunk_s) + self._feou_padding_s += padding + + # Send silence + padding_silence = b"\x00" * int(padding * self._audio_format.sample_rate * self._audio_format.bytes_per_sample) + await self.send_audio(padding_silence) + + # Return the time + return timestamp + padding + + def _calc_adjusted_time(self, timestamp: float) -> float: + """Calculate the adjusted timestamp. + + As forced end of utterance is used, the time needs to get padded to fill the chunk size processed + by the engine. This needs to be kept track of and removed from timestamps that are returned within + the conversation. + """ + + if not self._use_forced_eou: + return timestamp + + return round(timestamp - self._feou_padding_s, 4) + # ============================================================================ # VAD (VOICE ACTIVITY DETECTION) / SPEAKER DETECTION # ============================================================================ diff --git a/sdk/voice/speechmatics/voice/_presets.py b/sdk/voice/speechmatics/voice/_presets.py index 09d47953..b21cdba3 100644 --- a/sdk/voice/speechmatics/voice/_presets.py +++ b/sdk/voice/speechmatics/voice/_presets.py @@ -6,6 +6,7 @@ from typing import Optional +from ._models import EndOfTurnConfig from ._models import EndOfUtteranceMode from ._models import OperatingPoint from ._models import SmartTurnConfig @@ -56,6 +57,7 @@ def FIXED(overlay: Optional[VoiceAgentConfig] = None) -> VoiceAgentConfig: # no end_of_utterance_silence_trigger=0.5, end_of_utterance_mode=EndOfUtteranceMode.FIXED, speech_segment_config=SpeechSegmentConfig(emit_sentences=False), + end_of_turn_config=EndOfTurnConfig(penalties=[]), ), overlay, ) diff --git a/tests/voice/test_20_stt.py b/tests/voice/test_20_stt.py new file mode 100644 index 00000000..adebddab --- /dev/null +++ b/tests/voice/test_20_stt.py @@ -0,0 +1,129 @@ +"""Raw RT SDK transcription test using 8kHz audio. + +Sends audio_02_8kHz.wav directly via the RT AsyncClient and logs all +server messages (except AUDIO_ADDED) to help debug sample-rate issues. +""" + +import asyncio +import datetime +import json +import os +import time + +import aiofiles +import pytest + +from speechmatics.rt import AsyncClient +from speechmatics.rt import AudioEncoding +from speechmatics.rt import AudioFormat +from speechmatics.rt import ConversationConfig +from speechmatics.rt import ServerMessageType +from speechmatics.rt import SpeakerDiarizationConfig +from speechmatics.rt import TranscriptionConfig + +# Skip for CI testing +pytestmark = pytest.mark.skipif(os.getenv("CI") == "true", reason="Skipping STT tests in CI") + +# Constants +API_KEY = os.getenv("SPEECHMATICS_API_KEY") +URL = os.getenv("SPEECHMATICS_RT_URL", "wss://eu2.rt.speechmatics.com/v2") +AUDIO_FILE = "./assets/audio_02c_8kHz.wav" +SAMPLE_RATE = 8000 +CHUNK_SIZE = 160 + + +@pytest.mark.asyncio +async def test_rt_transcription_8khz(): + """Transcribe 8kHz audio using the RT SDK directly. + + Logs all server messages (except AUDIO_ADDED) to stdout for debugging. + """ + + if not API_KEY: + pytest.skip("Valid API key required for test") + + # Resolve audio file path + audio_path = os.path.join(os.path.dirname(__file__), AUDIO_FILE) + assert os.path.exists(audio_path), f"Audio file not found: {audio_path}" + + # RT client + client = AsyncClient(api_key=API_KEY, url=URL) + + # Logging + start_time = datetime.datetime.now() + messages: list[dict] = [] + + def log_message(message): + ts = (datetime.datetime.now() - start_time).total_seconds() + entry = {"ts": round(ts, 3), "payload": message} + messages.append(entry) + print(json.dumps(entry)) + + # Register listeners for all message types except AUDIO_ADDED + for msg_type in ServerMessageType: + if msg_type != ServerMessageType.AUDIO_ADDED: + client.on(msg_type, log_message) + + # Audio format + audio_format = AudioFormat( + encoding=AudioEncoding.PCM_S16LE, + sample_rate=SAMPLE_RATE, + chunk_size=CHUNK_SIZE, + ) + + # Transcription config + transcription_config = TranscriptionConfig( + language="en", + operating_point="enhanced", + diarization="speaker", + additional_vocab=[{"content": "GeoRouter"}], + enable_entities=False, + audio_filtering_config={"volume_threshold": 0.0}, + max_delay=2.0, + max_delay_mode="flexible", + enable_partials=True, + speaker_diarization_config=SpeakerDiarizationConfig( + speaker_sensitivity=0.5, + prefer_current_speaker=False, + ), + conversation_config=ConversationConfig( + end_of_utterance_silence_trigger=0.25, + ), + ) + + # Debug + print(json.dumps(transcription_config.to_dict(), indent=2)) + print(json.dumps(audio_format.to_dict(), indent=2)) + + # Start session + await client.start_session( + audio_format=audio_format, + transcription_config=transcription_config, + ) + + # Send audio in real-time + delay = CHUNK_SIZE / SAMPLE_RATE / 2 # 2 bytes per sample (int16) + async with aiofiles.open(audio_path, "rb") as f: + await f.seek(44) # skip WAV header + next_time = time.perf_counter() + delay + while True: + chunk = await f.read(CHUNK_SIZE) + if not chunk: + break + await client.send_audio(chunk) + sleep_time = next_time - time.perf_counter() + if sleep_time > 0: + await asyncio.sleep(sleep_time) + next_time += delay + + # Stop session and wait for EndOfTranscript + await client.stop_session() + + # Basic assertions + assert len(messages) > 0, "No messages received from server" + + # Check we got at least one final transcript + finals = [m for m in messages if m["payload"].get("message") == "AddTranscript"] + assert len(finals) > 0, "No final transcripts received" + + print(f"\n--- Summary: {len(messages)} messages, {len(finals)} final transcripts ---") diff --git a/tests/voice/test_21_stt_raw.py b/tests/voice/test_21_stt_raw.py new file mode 100644 index 00000000..cba07969 --- /dev/null +++ b/tests/voice/test_21_stt_raw.py @@ -0,0 +1,183 @@ +"""Raw WebSocket transcription test using 8kHz audio. + +Bypasses the RT SDK entirely and uses raw websockets to connect to the +Speechmatics endpoint. This isolates whether issues are server-side or +SDK-related. +""" + +import asyncio +import datetime +import json +import os +import time +import wave + +import pytest +import websockets + +# Skip for CI testing +pytestmark = pytest.mark.skipif(os.getenv("CI") == "true", reason="Skipping raw STT tests in CI") + +# Constants +API_KEY = os.getenv("SPEECHMATICS_API_KEY") +URL = os.getenv("SPEECHMATICS_RT_URL", "wss://eu2.rt.speechmatics.com/v2") +AUDIO_FILE = os.getenv("AUDIO_FILE", "./assets/audio_01_16kHz.wav") +CHUNK_SIZE = 160 +RECV_TIMEOUT = 5.0 + + +@pytest.mark.asyncio +async def test_raw_ws_transcription_8khz(): + """Transcribe 8kHz audio using raw WebSocket (no SDK). + + Logs all server messages (except AudioAdded) to stdout for debugging. + """ + + if not API_KEY: + pytest.skip("Valid API key required for test") + + # Resolve audio file path + audio_path = os.path.join(os.path.dirname(__file__), AUDIO_FILE) + assert os.path.exists(audio_path), f"Audio file not found: {audio_path}" + + # Load audio from WAV file + with wave.open(audio_path, "rb") as wf: + sample_rate = wf.getframerate() + sample_width = wf.getsampwidth() + n_channels = wf.getnchannels() + audio_data = wf.readframes(wf.getnframes()) + + # Only mono audio is supported for this test + if n_channels != 1: + pytest.skip(f"Skipping: expected mono audio, got {n_channels} channels") + + # Only 16-bit PCM is supported + if sample_width != 2: + pytest.skip(f"Skipping: expected 16-bit audio, got {sample_width * 8}-bit") + + # Debug + print(f"processing audio file: {audio_path}") + print(f" -> WAV: {sample_rate}Hz, {sample_width * 8}-bit, {n_channels}ch, {len(audio_data)} bytes") + + # Build the StartRecognition message sent over the WebSocket. + # This is the exact JSON the server expects as the first message. + start_recognition = { + "message": "StartRecognition", + "audio_format": { + "type": "raw", + "encoding": "pcm_s16le", + "sample_rate": sample_rate, + }, + "transcription_config": { + "language": "en", + "operating_point": "standard", + "diarization": "speaker", + "additional_vocab": [{"content": "GeoRouter"}], + "enable_entities": False, + "audio_filtering_config": {"volume_threshold": 0.0}, + "max_delay": 2.0, + "max_delay_mode": "flexible", + "enable_partials": True, + "speaker_diarization_config": { + "speaker_sensitivity": 0.5, + "prefer_current_speaker": False, + }, + "conversation_config": { + "end_of_utterance_silence_trigger": 0.25, + }, + }, + } + + # Log the config for debugging + print(json.dumps(start_recognition, indent=2)) + + # Track wall-clock time for log timestamps + start_time = datetime.datetime.now() + messages: list[dict] = [] + + # Log messages from WebSocket + def log_message(msg: dict): + """Append message to buffer and print with wall-clock offset.""" + ts = (datetime.datetime.now() - start_time).total_seconds() + entry = {"ts": round(ts, 3), "payload": msg} + messages.append(entry) + print(json.dumps(entry)) + + # Connect via raw WebSocket with Bearer token auth + async with websockets.connect( + URL, + additional_headers={"Authorization": f"Bearer {API_KEY}"}, + ) as ws: + + # First message must be StartRecognition + await ws.send(json.dumps(start_recognition)) + + # The server may send Info messages before RecognitionStarted, + # so we loop until we see the expected handshake response + while True: + raw = await asyncio.wait_for(ws.recv(), timeout=RECV_TIMEOUT) + if isinstance(raw, str): + msg = json.loads(raw) + log_message(msg) + if msg.get("message") == "RecognitionStarted": + break + + # Signalled when the server sends EndOfTranscript + eot_event = asyncio.Event() + + async def rx(): + """Background task to receive and log server messages.""" + while True: + try: + raw = await asyncio.wait_for(ws.recv(), timeout=RECV_TIMEOUT) + if isinstance(raw, str): + msg = json.loads(raw) + # AudioAdded is high-frequency and not useful for debugging + if msg.get("message") != "AudioAdded": + log_message(msg) + if msg.get("message") == "EndOfTranscript": + eot_event.set() + break + except (asyncio.TimeoutError, websockets.ConnectionClosed): + break + + # RX task + rx_task = asyncio.create_task(rx()) + + # Stream audio from the in-memory buffer at real-time pace. + # delay = duration of one chunk in seconds (bytes / rate / width) + delay = CHUNK_SIZE / sample_rate / sample_width + offset = 0 + next_time = time.perf_counter() + delay + while offset < len(audio_data): + chunk = audio_data[offset : offset + CHUNK_SIZE] + offset += CHUNK_SIZE + await ws.send(chunk) + # Pace sending to match real-time playback speed + sleep_time = next_time - time.perf_counter() + if sleep_time > 0: + await asyncio.sleep(sleep_time) + next_time += delay + + # Signal the server that no more audio will be sent + await ws.send(json.dumps({"message": "EndOfStream", "last_seq_no": 0})) + + # Wait for the server to finish processing and send EndOfTranscript + await asyncio.wait_for(eot_event.wait(), timeout=RECV_TIMEOUT) + + # Clean up the background receiver + rx_task.cancel() + try: + await rx_task + except asyncio.CancelledError: + pass + + # Verify we received messages + assert len(messages) > 0, "No messages received from server" + + # Verify at least one final transcript was produced + finals = [m for m in messages if m["payload"].get("message") == "AddTranscript"] + assert len(finals) > 0, "No final transcripts received" + + # Final report + print(f"\n--- Summary: {len(messages)} messages, {len(finals)} final transcripts ---")