Commit Graph

9 Commits

Author SHA1 Message Date
Aaron Boxer 18b897277f Add real-time speaker diarization support
- New whisper_live/diarization.py: SpeakerDiarizer with online clustering
- Uses pyannote.audio speaker embeddings (optional dependency)
- Cosine similarity threshold for speaker matching (default 0.55)
- Running average embedding update for speaker stability
- Configurable max_speakers limit (default 10)
- Client options: enable_diarization, max_speakers
- Segments include 'speaker' field when diarization is active
- Graceful fallback: logs warning if pyannote not installed
- Added 12 unit tests (mock-based, no GPU required)
2026-05-13 10:50:59 -04:00
Aaron Boxer ced4bdb737 feat: add Prometheus metrics instrumentation
- New whisper_live/metrics.py with Counter, Gauge, Histogram metrics
- Track connections (opened/closed/rejected), transcription latency,
  audio processed, segments emitted, REST requests, and errors
- All metric helpers are no-ops when prometheus_client not installed
- --metrics_port CLI flag to expose /metrics endpoint (0 = disabled)
- Metrics integrated into server.py, base.py at key instrumentation points
- 17 new tests in tests/test_metrics.py (178 total passing)
2026-05-13 10:45:40 -04:00
Aaron Boxer 9e5e4a9970 Bound transcript memory and translation queue size
- Add MAX_TRANSCRIPT_LENGTH (500) and MAX_TRANSLATION_QUEUE_SIZE (100)
  class constants to ServeClientBase
- Trim transcript and text lists after each update_segments() call
- Create translation queue with maxsize to prevent unbounded growth
- Added tests for _trim_transcript()
2026-04-17 09:29:38 -04:00
makaveli10 2b8b245fa8 Add translation backend
Translate from any language to any language with alirezamsh/small100
running in a thread and reading from a queue shared with transcription thread.

Signed-off-by: makaveli10 <vineet.suryan@collabora.com>
2025-07-22 08:54:10 +00:00
giubots 0abf8693ef refactor: include additional parameters
Refactor ServeClientBase and its subclasses to include additional parameters for segment handling and audio clipping.
2025-04-25 13:09:44 +02:00
makaveli10 9b364f267a Remove blank segment feature
Signed-off-by: makaveli10 <vineet.suryan@collabora.com>
2025-04-17 08:29:14 +00:00
makaveli10 fb3deb2745 Remove clip_audio from faster_whisper backend
Signed-off-by: makaveli10 <vineet.suryan@collabora.com>
2025-04-15 08:00:46 +00:00
makaveli a62495b090 Integrate OpenVINO backend
Signed-off-by: makaveli <vineet.suryan@collabora.com>
2025-03-31 12:57:19 +05:30
makaveli10 c1ac71ada0 Refactor 🔨
Signed-off-by: makaveli10 <vineet.suryan@collabora.com>
2025-03-24 16:48:33 +05:30