mkdir -p ~/miniconda3
wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-aarch64.sh -O ~/miniconda3/miniconda.sh
bash ~/miniconda3/miniconda.sh -b -u -p ~/miniconda3
rm ~/miniconda3/miniconda.sh
source ~/miniconda3/bin/activate
conda init --allcd python
conda create -n whisper python=3.12
conda activate whisper
pip3 install -r requirements.txtcd python
conda activate whisper
python3 main.py --model_type small --model_path ../models-ax650 --wav ../demo.wav --language zh(whisper) root@ax650:/mnt/data/Github/whisper.axera/python# python whisper_cli.py -t tiny -w ../demo.wav
[INFO] Available providers: ['AxEngineExecutionProvider']
{'wav': '../demo.wav', 'model_type': 'tiny', 'model_path': '../models-ax650', 'language': 'zh', 'task': 'transcribe'}
[INFO] Using provider: AxEngineExecutionProvider
[INFO] Chip type: ChipType.MC50
[INFO] VNPU type: VNPUType.DISABLED
[INFO] Engine version: 2.12.0s
[INFO] Model type: 2 (triple core)
[INFO] Compiler version: 5.0 76f70fdc
[INFO] Using provider: AxEngineExecutionProvider
[INFO] Model type: 2 (triple core)
[INFO] Compiler version: 5.0 76f70fdc
ASR result:
擅职出现交易几乎停止的情况
RTF: 0.11406774537746188
(whisper) root@ax650:/mnt/data/Github/whisper.axera/python# python whisper_svr.py
[INFO] Available providers: ['AxEngineExecutionProvider']
Server started at http://0.0.0.0:8000
cd cpp
./whisper_cli -w ../demo.wav -t tinycd cpp
./whisper_cli --model_type small -w ../demo.wav(whisper) root@ax650:/mnt/data/HF/Whisper/cpp/ax650# ./whisper_cli -w ../../demo.wav -t tiny
wav_file: ../../demo.wav
model_path: ../../models-ax650
model_type: tiny
language: zh
Init whisper success, take 0.3540seconds
Result: 甚至出现交易几乎停止的情况
RTF: 0.0968
cd cpp/ax650
./whisper_srv --model_type tiny --language zh --port 8080ffmpeg -i demo.wav -f f32le -c:a pcm_f32le - 2>/dev/null | \
curl -X POST 10.126.33.192:8080/asr \
-H "Content-Type: application/octet-stream" \
--data-binary @-cd python
conda activate whisper
python test_wer.py -d aishell --gt_path ../datasets/ground_truth.txt --model_type tiny
