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hubconf.py
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dependencies = ['torch', 'torchaudio']
import torch
from utils import (init_jit_model,
get_speech_ts,
get_number_ts,
get_language,
save_audio,
read_audio,
state_generator,
single_audio_stream,
collect_chunks,
drop_chunks)
def silero_vad(**kwargs):
"""Silero Voice Activity Detector
Returns a model with a set of utils
Please see https://github.com/snakers4/silero-vad for usage examples
"""
hub_dir = torch.hub.get_dir()
model = init_jit_model(model_path=f'{hub_dir}/snakers4_silero-vad_master/files/model.jit')
utils = (get_speech_ts,
save_audio,
read_audio,
state_generator,
single_audio_stream,
collect_chunks)
return model, utils
def silero_number_detector(**kwargs):
"""Silero Number Detector
Returns a model with a set of utils
Please see https://github.com/snakers4/silero-vad for usage examples
"""
hub_dir = torch.hub.get_dir()
model = init_jit_model(model_path=f'{hub_dir}/snakers4_silero-vad_master/files/number_detector.jit')
utils = (get_number_ts,
save_audio,
read_audio,
collect_chunks,
drop_chunks)
return model, utils
def silero_lang_detector(**kwargs):
"""Silero Language Classifier
Returns a model with a set of utils
Please see https://github.com/snakers4/silero-vad for usage examples
"""
hub_dir = torch.hub.get_dir()
model = init_jit_model(model_path=f'{hub_dir}/snakers4_silero-vad_master/files/number_detector.jit')
utils = (get_language,
read_audio)
return model, utils