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RVC-Boss 2024-02-09 12:05:40 +08:00 committed by GitHub
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2 changed files with 10 additions and 6 deletions
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14
tools/asr/fasterwhisper_asr.py
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@ -7,7 +7,7 @@ from glob import glob
from faster_whisper import WhisperModel
from tqdm import tqdm
from config import check_fw_local_models
from tools.asr.config import check_fw_local_models
os.environ["KMP_DUPLICATE_LIB_OK"]="TRUE"
@ -34,7 +34,7 @@ language_code_list = [
"vi", "yi", "yo", "zh", "yue",
"auto"]
def execute_asr(input_folder, output_folder, model_size, language):
def execute_asr(input_folder, output_folder, model_size, language,precision):
if 'local' in model_size:
model_size = model_size.split('(')[0]
model_path = f'tools/asr/models/faster-whisper-{model_size}'
@ -42,12 +42,11 @@ def execute_asr(input_folder, output_folder, model_size, language):
model_path = model_size
if language == 'auto':
language = None #不设置语种由模型自动输出概率最高的语种
print("loading faster whisper model:",model_size,model_path)
try:
model = WhisperModel(model_path, device="cuda", compute_type="float16")
model = WhisperModel(model_path, device="cuda", compute_type=precision)
except:
return print(traceback.format_exc())
output = []
output_file_name = os.path.basename(input_folder)
output_file_path = os.path.abspath(f'{output_folder}/{output_file_name}.list')
@ -84,9 +83,11 @@ if __name__ == '__main__':
parser.add_argument("-s", "--model_size", type=str, default='large-v3',
choices=check_fw_local_models(),
help="Model Size of Faster Whisper")
parser.add_argument("-l", "--language", type=str, default='zh',
parser.add_argument("-l", "--language", type=str, default='ja',
choices=language_code_list,
help="Language of the audio files.")
parser.add_argument("-p", "--precision", type=str, default='float16', choices=['float16','float32'],
help="fp16 or fp32")
cmd = parser.parse_args()
output_file_path = execute_asr(
@ -94,4 +95,5 @@ if __name__ == '__main__':
output_folder = cmd.output_folder,
model_size = cmd.model_size,
language = cmd.language,
precision = cmd.precision,
)

2
tools/asr/funasr_asr.py
View File

@ -56,6 +56,8 @@ if __name__ == '__main__':
help="Model Size of FunASR is Large")
parser.add_argument("-l", "--language", type=str, default='zh', choices=['zh'],
help="Language of the audio files.")
parser.add_argument("-p", "--precision", type=str, default='float16', choices=['float16','float32'],
help="fp16 or fp32")#还没接入
cmd = parser.parse_args()
execute_asr(