| import os | |
| from pyannote.audio import Model | |
| from pyannote.audio.pipelines import VoiceActivityDetection | |
| hf_token = os.environ.get("HF_TOKEN") | |
| model = Model.from_pretrained("pyannote/segmentation", | |
| use_auth_token=hf_token) | |
| vad_pipeline = VoiceActivityDetection(segmentation=model) | |
| HYPER_PARAMETERS = { | |
| "onset": 0.5, "offset": 0.5, | |
| "min_duration_on": 0.0, | |
| "min_duration_off": 0.0 | |
| } | |
| vad_pipeline.instantiate(HYPER_PARAMETERS) | |
| def vad_segmentation(input_path, output_path, aggressiveness=2): | |
| return vad_pipeline(input_path) | |