Aishell1 test set , the total audio duration is 36108.919 seconds.
Install ModelScope and FunASR
pip install "modelscope[audio_asr]" --upgrade -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html
git clone https://github.com/alibaba-damo-academy/FunASR.git && cd FunASR
pip install --editable ./
cd funasr/runtime/python/utils
pip install -r requirements.txt
recipe
set the model, data path and output_dir
nohup bash test_rtf.sh &> log.txt &
| concurrent-tasks | processing time(s) | RTF | Speedup Rate |
|---|---|---|---|
| 1 (torch fp32) | 3522 | 0.0976 | 10.3 |
| 1 (torch int8) | 1746 | 0.0484 | 20.7 |
| 32 (torch fp32) | 236 | 0.0066 | 152.7 |
| 32 (torch int8) | 114 | 0.0032 | 317.4 |
| 64 (torch fp32) | 235 | 0.0065 | 153.7 |
| 64 (torch int8) | 113 | 0.0031 | 319.2 |