A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
Describe the bug
Have the following bug when run commamd to traininig HifiGan Finetuning:
Error in call to target 'nemo.collections.tts.torch.data.VocoderDataset':
FileNotFoundError(2, 'No such file or directory')
full_key: train_ds.dataset
Steps/Code to reproduce bug
command as the turorial :
python hifigan_finetune.py --config-name=hifigan.yaml model.train_ds.dataloader_params.batch_size=32 model.max_steps=1000 model.optim.lr=0.00001 ~model.optim.sched rain_dataset=./mex_manifest_train_dur_180_mins_local_mels/hifigan_train_ft.json validation_datasets=./mex_manifest_val_dur_180_mins_local_mels/hifigan_val_ft.json exp_manager.exp_dir=hifigan_ft +init_from_pretrained_model=tts_hifigan trainer.check_val_every_n_epoch=10 model/train_ds=train_ds_finetune model/validation_ds=val_ds_finetune
Expected behavior
Start training HifiGan Finetuning
Environment overview (please complete the following information)
Describe the bug Have the following bug when run commamd to traininig HifiGan Finetuning: Error in call to target 'nemo.collections.tts.torch.data.VocoderDataset': FileNotFoundError(2, 'No such file or directory') full_key: train_ds.dataset
Steps/Code to reproduce bug
command as the turorial : python hifigan_finetune.py --config-name=hifigan.yaml model.train_ds.dataloader_params.batch_size=32 model.max_steps=1000 model.optim.lr=0.00001 ~model.optim.sched rain_dataset=./mex_manifest_train_dur_180_mins_local_mels/hifigan_train_ft.json validation_datasets=./mex_manifest_val_dur_180_mins_local_mels/hifigan_val_ft.json exp_manager.exp_dir=hifigan_ft +init_from_pretrained_model=tts_hifigan trainer.check_val_every_n_epoch=10 model/train_ds=train_ds_finetune model/validation_ds=val_ds_finetune
Expected behavior
Start training HifiGan Finetuning
Environment overview (please complete the following information)
docker pull
&docker run
commands usedEnvironment details pip list: absl-py 1.0.0 aiohttp 3.8.1 aiosignal 1.2.0 alabaster 0.7.12 aniso8601 9.0.1 antlr4-python3-runtime 4.8 appdirs 1.4.4 argon2-cffi 21.3.0 argon2-cffi-bindings 21.2.0 asttokens 2.0.5 async-timeout 4.0.2 attrdict 2.0.1 attrs 21.4.0 audioread 2.1.9 Babel 2.10.1 backcall 0.2.0 beautifulsoup4 4.11.1 black 19.10b0 bleach 5.0.0 boto3 1.23.8 botocore 1.26.8 braceexpand 0.1.7 cachetools 5.1.0 certifi 2022.5.18.1 cffi 1.15.0 charset-normalizer 2.0.12 click 8.1.3 colorama 0.4.4 cycler 0.11.0 Cython 0.29.30 debugpy 1.6.0 decorator 5.1.1 defusedxml 0.7.1 Distance 0.1.3 docker-pycreds 0.4.0 docopt 0.6.2 docutils 0.17.1 editdistance 0.6.0 entrypoints 0.4 executing 0.8.3 fastjsonschema 2.15.3 fasttext 0.9.2 filelock 3.7.0 Flask 2.1.2 Flask-RESTful 0.3.9 fonttools 4.33.3 frozendict 2.3.2 frozenlist 1.3.0 fsspec 2022.5.0 ftfy 6.1.1 g2p-en 2.1.0 gdown 4.4.0 gitdb 4.0.9 GitPython 3.1.27 google-auth 2.6.6 google-auth-oauthlib 0.4.6 grpcio 1.46.3 h5py 3.7.0 huggingface-hub 0.7.0 hydra-core 1.1.2 idna 3.3 imagesize 1.3.0 importlib-metadata 4.11.4 inflect 5.6.0 iniconfig 1.1.1 ipadic 1.0.0 ipykernel 6.13.0 ipython 8.3.0 ipython-genutils 0.2.0 ipywidgets 7.7.0 isort 4.3.21 itsdangerous 2.1.2 jarowinkler 1.0.2 jedi 0.18.1 jieba 0.42.1 Jinja2 3.1.2 jmespath 1.0.0 joblib 1.1.0 jsonschema 4.5.1 jupyter-client 7.3.1 jupyter-core 4.10.0 jupyterlab-pygments 0.2.2 jupyterlab-widgets 1.1.0 kaldi-io 0.9.4 kaldi-python-io 1.2.2 kaldiio 2.17.2 kiwisolver 1.4.2 latexcodec 2.0.1 librosa 0.9.1 llvmlite 0.38.1 Markdown 3.3.7 MarkupSafe 2.1.1 marshmallow 3.15.0 matplotlib 3.5.2 matplotlib-inline 0.1.3 mecab-python3 1.0.5 mistune 0.8.4 mpmath 1.2.1 multidict 6.0.2 nbclient 0.6.3 nbconvert 6.5.0 nbformat 5.4.0 nemo-toolkit 1.8.1 nest-asyncio 1.5.5 nltk 3.7 notebook 6.4.11 numba 0.55.2 numpy 1.22.4 oauthlib 3.2.0 omegaconf 2.1.2 onnx 1.11.0 OpenCC 1.1.3 packaging 21.3 pandas 1.4.2 pandocfilters 1.5.0 pangu 4.0.6.1 parameterized 0.8.1 parso 0.8.3 pathspec 0.9.0 pathtools 0.1.2 pesq 0.0.4 pexpect 4.8.0 pickleshare 0.7.5 Pillow 9.1.1 pip 20.3.4 pip-api 0.0.29 pipreqs 0.4.11 pkg-resources 0.0.0 pluggy 1.0.0 pooch 1.6.0 portalocker 2.4.0 prometheus-client 0.14.1 promise 2.3 prompt-toolkit 3.0.29 protobuf 3.20.1 psutil 5.9.1 ptyprocess 0.7.0 pure-eval 0.2.2 py 1.11.0 pyannote.core 4.4 pyannote.database 4.1.3 pyannote.metrics 3.2 pyasn1 0.4.8 pyasn1-modules 0.2.8 pybind11 2.9.2 pybtex 0.24.0 pybtex-docutils 1.0.2 pycparser 2.21 pyDeprecate 0.3.2 pydub 0.25.1 Pygments 2.12.0 pyparsing 3.0.9 pypinyin 0.46.0 pyrsistent 0.18.1 PySocks 1.7.1 pystoi 0.3.3 pytest 7.1.2 pytest-runner 6.0.0 python-dateutil 2.8.2 pytorch-lightning 1.6.3 pytz 2022.1 PyYAML 5.4.1 pyzmq 23.0.0 rapidfuzz 2.0.11 regex 2022.4.24 requests 2.27.1 requests-oauthlib 1.3.1 resampy 0.2.2 rsa 4.8 ruamel.yaml 0.17.21 ruamel.yaml.clib 0.2.6 s3transfer 0.5.2 sacrebleu 2.1.0 sacremoses 0.0.53 scikit-learn 1.1.1 scipy 1.8.1 Send2Trash 1.8.0 sentencepiece 0.1.96 sentry-sdk 1.5.12 setproctitle 1.2.3 setuptools 59.5.0 shellingham 1.4.0 shortuuid 1.0.9 simplejson 3.17.6 six 1.16.0 smmap 5.0.0 snowballstemmer 2.2.0 sortedcontainers 2.4.0 SoundFile 0.10.3.post1 soupsieve 2.3.2.post1 sox 1.4.1 Sphinx 4.5.0 sphinxcontrib-applehelp 1.0.2 sphinxcontrib-bibtex 2.4.2 sphinxcontrib-devhelp 1.0.2 sphinxcontrib-htmlhelp 2.0.0 sphinxcontrib-jsmath 1.0.1 sphinxcontrib-qthelp 1.0.3 sphinxcontrib-serializinghtml 1.1.5 stack-data 0.2.0 sympy 1.10.1 tabulate 0.8.9 tensorboard 2.9.0 tensorboard-data-server 0.6.1 tensorboard-plugin-wit 1.8.1 terminado 0.15.0 threadpoolctl 3.1.0 tinycss2 1.1.1 tokenizers 0.12.1 toml 0.10.2 tomli 2.0.1 torch 1.11.0+cu113 torch-stft 0.1.4 torchaudio 0.11.0+cu113 torchmetrics 0.8.2 torchvision 0.12.0+cu113 tornado 6.1 tqdm 4.64.0 traitlets 5.2.1.post0 transformers 4.19.2 typed-ast 1.5.4 typer 0.4.1 typing-extensions 4.2.0 Unidecode 1.3.4 urllib3 1.26.9 wandb 0.12.17 wcwidth 0.2.5 webdataset 0.1.62 webencodings 0.5.1 Werkzeug 2.1.2 wget 3.2 wheel 0.37.1 widgetsnbextension 3.6.0 wrapt 1.14.1 yarg 0.1.9 yarl 1.7.2 youtokentome 1.0.6 zipp 3.8.0 More details
Additional context GPU Testla T4 nvidia