run-ctc.sh
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#!/usr/bin/env bash
# Copyright 2024 Xiaomi Corp. (authors: Fangjun Kuang)
set -ex
function install_nemo() {
curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
python3 get-pip.py
pip install torch==2.4.0 torchaudio==2.4.0 -f https://download.pytorch.org/whl/torch_stable.html
pip install -qq wget text-unidecode "matplotlib>=3.3.2" onnx onnxruntime==1.17.1 pybind11 Cython einops kaldi-native-fbank soundfile librosa
pip install -qq ipython
# sudo apt-get install -q -y sox libsndfile1 ffmpeg python3-pip ipython
BRANCH='main'
python3 -m pip install git+https://github.com/NVIDIA/NeMo.git@$BRANCH#egg=nemo_toolkit[asr]
pip install numpy==1.26.4
}
function download_files() {
# curl -SL -O https://n-ws-q0bez.s3pd12.sbercloud.ru/b-ws-q0bez-jpv/GigaAM/ctc_model_weights.ckpt
# curl -SL -O https://n-ws-q0bez.s3pd12.sbercloud.ru/b-ws-q0bez-jpv/GigaAM/ctc_model_config.yaml
# curl -SL -O https://n-ws-q0bez.s3pd12.sbercloud.ru/b-ws-q0bez-jpv/GigaAM/example.wav
# curl -SL -O https://n-ws-q0bez.s3pd12.sbercloud.ru/b-ws-q0bez-jpv/GigaAM/long_example.wav
curl -SL -O https://huggingface.co/csukuangfj/tmp-files/resolve/main/GigaAM/ctc/ctc_model_weights.ckpt
curl -SL -O https://huggingface.co/csukuangfj/tmp-files/resolve/main/GigaAM/ctc/ctc_model_config.yaml
curl -SL -O https://huggingface.co/csukuangfj/tmp-files/resolve/main/GigaAM/example.wav
curl -SL -O https://huggingface.co/csukuangfj/tmp-files/resolve/main/GigaAM/long_example.wav
curl -SL -O https://huggingface.co/csukuangfj/tmp-files/resolve/main/GigaAM/GigaAM%20License_NC.pdf
}
install_nemo
download_files
python3 ./export-onnx-ctc.py
ls -lh
python3 ./test-onnx-ctc.py