import os from .log import log _whisper_model = None def cuda_available(): try: import ctranslate2 return ctranslate2.get_cuda_device_count() > 0 except Exception as e: log.info("ctranslate2_cuda_probe_failed", err=str(e)) return False def whisper_model(): global _whisper_model if _whisper_model is None: from faster_whisper import WhisperModel name = os.environ.get("WHISPER_MODEL", "small.en") cache = os.environ.get("WHISPER_CACHE", "/var/lib/void/whisper-models") device = "cuda" if cuda_available() else "cpu" compute_type = "float16" if device == "cuda" else "int8" log.info("whisper_loading", model=name, device=device, compute_type=compute_type, cache=cache) _whisper_model = WhisperModel( name, device=device, compute_type=compute_type, download_root=cache ) return _whisper_model def whisper_transcribe(audio_path): segments, _info = whisper_model().transcribe(audio_path, vad_filter=True) return "\n".join(s.text.strip() for s in segments).strip()