aws-deepgram-sagemaker

Automation scripts for testing Deepgram services running on Amazon SageMaker as an "Endpoint" resource.

Speech-to-Text (STT)

JavaScript

TBD

Python

See python-stt/README.md for full setup and usage.

Scripts:

• stt_microphone_stress.py — streams live microphone audio; supports multiple simultaneous connections
• stt_wav_stress.py stream — streams a WAV file at real-time pace; repeatable load testing without a microphone
• stt_wav_stress.py batch — posts WAV files via HTTP with configurable concurrency; reports latency and throughput

Java

See java/README.md for an index of Java projects.

• java/stt/aws-sdk — WAV streaming load test built directly on AWS SDK v2 HTTP/2 bidi streaming
• java/stt/deepgram-sdk — same load test, via the Deepgram Java SDK + SageMaker transport

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Text-to-Speech (TTS)

JavaScript

TBD

Python

See python-tts/README.md for full setup and usage.

Scripts:

• tts_stress.py — streams text phrases to multiple simultaneous bidirectional connections; plays audio from one selectable connection

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Flux (Conversational STT)

Python

See python-flux/README.md for full setup and usage.

Scripts:

• flux_stress.py file — streams a WAV file to multiple Flux connections at real-time pace
• flux_stress.py microphone — streams live microphone audio to multiple Flux connections
• flux_stress.py list-endpoints — lists available SageMaker endpoints in the target region