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vocal-helper


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Author: Warith HARCHAOUI
License: BSD-3-Clause
Summary: Vocal Helper — async producer/consumer pipeline turning a live PCM stream into diarized, transcribed utterances and (optionally) a rolling LLM summary. Stages: Voice Activity Detection → online speaker diarization (Hungarian-style cosine clustering on backend embeddings) → STT (pywhispercpp turbo) → optional analyst (a local model served via Ollama or vLLM, resolved by best-engine-ai-helper from a committed brief).
Latest version: 2.0.5
Required dependencies: audio-helper | best-engine-ai-helper | numpy | os-helper | pywhispercpp | scipy | silero-vad
Optional dependencies: best-engine-ai-helper | capture-helper | click | fastapi | fastapi-mcp | httpx | nemo-toolkit | ollama | podcast-helper | pyannote-audio | pytest | python-multipart | sherpa-onnx | speechbrain | torch | torchaudio | uvicorn | vocal-helper

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