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| funasr ++model=paraformer-zh ++vad_model="fsmn-vad" ++punc_model="ct-punc" ++input=/home/sjl/.cache/modelscope/hub/iic/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-online/example/asr_example.wav
funasr version: 1.1.6.
Check update of funasr, and it would cost few times. You may disable it by set `disable_update=True` in AutoModel
You are using the latest version of funasr-1.1.6
[2024-09-10 22:30:03,671][root][INFO] - download models from model hub: ms
2024-09-10 22:30:04,808 - modelscope - WARNING - Using branch: master as version is unstable, use with caution
[2024-09-10 22:30:06,197][root][INFO] - Loading pretrained params from /home/sjl/.cache/modelscope/hub/iic/speech_seaco_paraformer_large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/model.pt
[2024-09-10 22:30:06,200][root][INFO] - ckpt: /home/sjl/.cache/modelscope/hub/iic/speech_seaco_paraformer_large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/model.pt
/home/sjl/.conda/envs/torch-gpu/lib/python3.9/site-packages/funasr/train_utils/load_pretrained_model.py:38: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.
src_state = torch.load(path, map_location=map_location)
[2024-09-10 22:30:06,476][root][INFO] - scope_map: ['module.', 'None']
[2024-09-10 22:30:06,477][root][INFO] - excludes: None
[2024-09-10 22:30:06,548][root][INFO] - Loading ckpt: /home/sjl/.cache/modelscope/hub/iic/speech_seaco_paraformer_large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/model.pt, status: <All keys matched successfully>
[2024-09-10 22:30:06,859][root][INFO] - Building VAD model.
[2024-09-10 22:30:06,859][root][INFO] - download models from model hub: ms
2024-09-10 22:30:07,208 - modelscope - WARNING - Using branch: master as version is unstable, use with caution
[2024-09-10 22:30:07,480][root][INFO] - Loading pretrained params from /home/sjl/.cache/modelscope/hub/iic/speech_fsmn_vad_zh-cn-16k-common-pytorch/model.pt
[2024-09-10 22:30:07,480][root][INFO] - ckpt: /home/sjl/.cache/modelscope/hub/iic/speech_fsmn_vad_zh-cn-16k-common-pytorch/model.pt
[2024-09-10 22:30:07,482][root][INFO] - scope_map: ['module.', 'None']
[2024-09-10 22:30:07,482][root][INFO] - excludes: None
[2024-09-10 22:30:07,483][root][INFO] - Loading ckpt: /home/sjl/.cache/modelscope/hub/iic/speech_fsmn_vad_zh-cn-16k-common-pytorch/model.pt, status: <All keys matched successfully>
[2024-09-10 22:30:07,486][root][INFO] - Building punc model.
[2024-09-10 22:30:07,487][root][INFO] - download models from model hub: ms
2024-09-10 22:30:07,794 - modelscope - WARNING - Using branch: master as version is unstable, use with caution
Building prefix dict from the default dictionary ...
[2024-09-10 22:30:08,976][jieba][DEBUG] - Building prefix dict from the default dictionary ...
Loading model from cache /tmp/jieba.cache
[2024-09-10 22:30:08,976][jieba][DEBUG] - Loading model from cache /tmp/jieba.cache
Loading model cost 0.281 seconds.
[2024-09-10 22:30:09,257][jieba][DEBUG] - Loading model cost 0.281 seconds.
Prefix dict has been built successfully.
[2024-09-10 22:30:09,257][jieba][DEBUG] - Prefix dict has been built successfully.
[2024-09-10 22:30:19,126][root][INFO] - Loading pretrained params from /home/sjl/.cache/modelscope/hub/iic/punc_ct-transformer_cn-en-common-vocab471067-large/model.pt
[2024-09-10 22:30:19,127][root][INFO] - ckpt: /home/sjl/.cache/modelscope/hub/iic/punc_ct-transformer_cn-en-common-vocab471067-large/model.pt
[2024-09-10 22:30:19,357][root][INFO] - scope_map: ['module.', 'None']
[2024-09-10 22:30:19,357][root][INFO] - excludes: None
[2024-09-10 22:30:19,419][root][INFO] - Loading ckpt: /home/sjl/.cache/modelscope/hub/iic/punc_ct-transformer_cn-en-common-vocab471067-large/model.pt, status: <All keys matched successfully>
rtf_avg: 0.026: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 6.90it/s]
0%| | 0/1 [00:00<?, ?it/s/home/sjl/.conda/envs/torch-gpu/lib/python3.9/site-packages/funasr/models/paraformer/model.py:251: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
with autocast(False):
rtf_avg: 0.129: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.57it/s]
rtf_avg: -0.015: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 64.17it/s]
rtf_avg: 0.118, time_speech: 5.547, time_escape: 0.655: 100%|███████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.52it/s]
[{'key': 'asr_example', 'text': '欢迎大家来体验达摩院推出的语音识别模型。', 'timestamp': [[880, 1120], [1120, 1360], [1380, 1540], [1540, 1780], [1780, 2020], [2020, 2180], [2180, 2420], [2480, 2600], [2600, 2780], [2780, 3020], [3040, 3240], [3240, 3480], [3480, 3700], [3700, 3900], [3900, 4140], [4180, 4420], [4420, 4620], [4620, 4780], [4780, 5195]]}]
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