2 Commits
v5.1 ... v4.0

Author SHA1 Message Date
adamnsandle
915dd3d639 v4.0stable force_onnx_cpu fx 2024-07-08 10:16:52 +00:00
adamnsandle
ac128b3c55 v4.0stable fx 2024-07-01 09:53:25 +00:00

View File

@@ -1,5 +1,6 @@
dependencies = ['torch', 'torchaudio'] dependencies = ['torch', 'torchaudio']
import torch import torch
import os
import json import json
from utils_vad import (init_jit_model, from utils_vad import (init_jit_model,
get_speech_timestamps, get_speech_timestamps,
@@ -31,11 +32,11 @@ def silero_vad(onnx=False, force_onnx_cpu=False):
if versiontuple(installed_version) < versiontuple(supported_version): if versiontuple(installed_version) < versiontuple(supported_version):
raise Exception(f'Please install torch {supported_version} or greater ({installed_version} installed)') raise Exception(f'Please install torch {supported_version} or greater ({installed_version} installed)')
hub_dir = torch.hub.get_dir() model_dir = os.path.join(os.path.dirname(__file__), 'files')
if onnx: if onnx:
model = OnnxWrapper(f'{hub_dir}/snakers4_silero-vad_master/files/silero_vad.onnx', force_onnx_cpu) model = OnnxWrapper(os.path.join(model_dir, 'silero_vad.onnx'), force_onnx_cpu)
else: else:
model = init_jit_model(model_path=f'{hub_dir}/snakers4_silero-vad_master/files/silero_vad.jit') model = init_jit_model(os.path.join(model_dir, 'silero_vad.jit'))
utils = (get_speech_timestamps, utils = (get_speech_timestamps,
save_audio, save_audio,
read_audio, read_audio,
@@ -86,17 +87,17 @@ def silero_lang_detector_95(onnx=False, force_onnx_cpu=False):
Please see https://github.com/snakers4/silero-vad for usage examples Please see https://github.com/snakers4/silero-vad for usage examples
""" """
hub_dir = torch.hub.get_dir()
if onnx: if onnx:
url = 'https://models.silero.ai/vad_models/lang_classifier_95.onnx' url = 'https://models.silero.ai/vad_models/lang_classifier_95.onnx'
else: else:
url = 'https://models.silero.ai/vad_models/lang_classifier_95.jit' url = 'https://models.silero.ai/vad_models/lang_classifier_95.jit'
model = Validator(url, force_onnx_cpu) model = Validator(url, force_onnx_cpu)
with open(f'{hub_dir}/snakers4_silero-vad_master/files/lang_dict_95.json', 'r') as f: model_dir = os.path.join(os.path.dirname(__file__), 'files')
with open(os.path.join(model_dir, 'lang_dict_95.json'), 'r') as f:
lang_dict = json.load(f) lang_dict = json.load(f)
with open(f'{hub_dir}/snakers4_silero-vad_master/files/lang_group_dict_95.json', 'r') as f: with open(os.path.join(model_dir, 'lang_group_dict_95.json'), 'r') as f:
lang_group_dict = json.load(f) lang_group_dict = json.load(f)
utils = (get_language_and_group, read_audio) utils = (get_language_and_group, read_audio)