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954,328,804
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2,566
fix
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2021-07-27T23:05:13
2021-07-28T19:50:54
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Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * fix estimation of num of speakers when embs size < 6 * fix torch linalg import error when version <1.9
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954,279,770
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Add xxhash dependency
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Fix xxhash dependency issue.
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2,561
VoiceSwapSample.ipynb [.numpy() bug]
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2021-07-29T14:15:08
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You need to call ```.detach()``` before calling ```.numpy()``` in a ```text_to_audio()``` function. Edited: ``` def text_to_audio(text): parsed = spectrogram_generator.parse(text) spectrogram = spectrogram_generator.generate_spectrogram(tokens=parsed) audio = vocoder.convert_spectrogram_to_audio(spec=sp...
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953,761,823
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2,560
Machine Translation: Nemo to Jarvis
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2021-08-17T01:28:59
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I have seen [Nemo-2-jarvis](https://docs.nvidia.com/deeplearning/jarvis/user-guide/docs/model-overview.html#nemo2jarvis-export-for-nemo) conversion approach. .ejrvs file can be made from .nemo model But , to build .jmir file for Machine Translation models(pretrained), what would be **pipeline** then, jarvis-buil...
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Remove Lang ID token for N-to-1 multilingual models
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2021-07-27T04:27:20
2022-01-11T16:39:08
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Minor change that removes Lang ID token for N-to-1 multilingual models.
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Remove Lang ID token for N-to-1 multilingual models
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Omegaconf error training Nemo ASR on Sagemaker Studio
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2021-07-26T15:45:11
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**Describe the bug** When attempting to set the training data information for ASR training I am getting an error from omegaconf AttributeError: 'dict' object has no attribute '_get_node_flag' **Steps/Code to reproduce bug** This is a minimal way to reproduce the bug import nemo.collections.asr as nemo_a...
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MDU6SXNzdWU5NTI5NzI4MzQ=
2,555
Bug in `tutorials/speaker_recognition/ASR_with_SpeakerDiarization.ipynb`
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2021-07-26T14:34:39
2021-07-29T19:47:07
2021-07-29T19:47:07
NONE
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**Describe the bug** A clear and concise description of what the bug is. ![e](https://user-images.githubusercontent.com/56601466/127006734-044c514e-b5da-45df-bb8c-480030da3b00.PNG) **Steps/Code to reproduce bug** Please list *minimal* steps or code snippet for us to be able to reproduce the bug. A hel...
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952,504,280
MDU6SXNzdWU5NTI1MDQyODA=
2,554
Save (.nemo) and restore punctuation and capitalization models
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2021-07-26T05:03:19
2021-07-26T20:59:13
2021-07-26T20:59:13
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Hi, I'm following this tutorial to train a punctuation and capitalization model: https://github.com/NVIDIA/NeMo/blob/stable/tutorials/nlp/Punctuation_and_Capitalization.ipynb The model is initialized with bert-base-uncased. I use `model.save_to(save_path="mymodel.nemo")` to export the trained model and use `Punct...
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952,315,831
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2,553
Nvidia NEMO / ASR model to be trained on VCTK data
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2021-07-25T17:04:13
2021-08-17T01:21:42
2021-08-17T01:21:41
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I would like to use the [tutorial](https://github.com/NVIDIA/NeMo/blob/v1.0.2/tutorials/asr/01_ASR_with_NeMo.ipynb) to train a model on a VCTK data set. There are wav files and text files with identical descriptors. The text file contains the sentence spoken in the wav file. ` joepareti54@MSI /cygdrive/f/x/finance-20...
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952,091,960
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2,552
ASR tutorial based on Nemo: cannot import name 'SCMode' from 'omegaconf'
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2021-07-24T15:06:38
2021-07-25T09:06:58
2021-07-25T09:06:58
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This [notebook ](https://github.com/NVIDIA/NeMo/blob/v1.0.2/tutorials/asr/01_ASR_with_NeMo.ipynb)under Ubuntu fails to `import nemo.collections.asr as nemo_asr` Here is the exception report: `ImportError: cannot import name 'SCMode' from 'omegaconf' (/home/joepareti54/anaconda3/lib/python3.8/site-packages/omegacon...
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951,933,038
MDExOlB1bGxSZXF1ZXN0Njk2MjQwMTky
2,551
Add Github Actions CI for CPU tests and ITN tests (nightly)
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2021-07-23T22:30:11
2021-08-12T23:32:55
2021-07-23T23:53:28
COLLABORATOR
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# Changelog - Add Github Actions support to run CPU tests - Add Github Actions support to run ITN tests for branches/PRs with name `itn` in them - Run ITN tests nightly otherwise. - Update Numba CPU tests to perform CPU tests even if no GPU is available
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add seconds to time for english tn
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2021-07-23T21:07:23
2021-07-27T14:34:14
2021-07-27T14:34:11
CONTRIBUTOR
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Signed-off-by: Yang Zhang <yangzhang@nvidia.com>
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Fix branch for ASR notebooks
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2021-07-23T18:31:24
2021-07-23T19:03:41
2021-07-23T19:03:38
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Signed-off-by: smajumdar <titu1994@gmail.com>
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Update branch for ASR finetuning notebook
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2021-07-23T17:51:58
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# Changelog - Update notebook version
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Erro trainer.fit(char_model)
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2021-07-23T15:48:39
2022-03-25T23:31:14
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Hi With a supposed Colab update yesterday, I have been having the following issue during training. I say supposed update because I noticed changes in the Colab interface, but I didn't find any version talking about updating I didn't make changes to the training process, the processes I used worked and didn't giv...
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2,546
ASR/vad_infer.py/Fix manifest name when loading data
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2021-07-23T15:10:28
2021-07-27T18:23:21
2021-07-27T18:00:58
CONTRIBUTOR
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Signed-off-by: PeganovAnton <peganoff2@mail.ru> Closes #2545
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vad_infer.py script fails with `IndexError` if option `--dont_auto_split` is not set
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2021-07-23T15:06:54
2021-07-27T13:46:42
2021-07-27T13:46:42
CONTRIBUTOR
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**Describe the bug** `NeMo/examples/asr/vad_infer.py` script fails with `IndexError` if option `--dont_auto_split` is not set and at least 1 `.wav` file is long enough so that `nemo.collections.asr.parts.utils.vad_utils.prepare_manifest()` function split the `.wav` file. **Steps/Code to reproduce bug** ``` mk...
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951,613,931
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2,544
Error in create_tarred_transformer_lm_dataset.py
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2021-07-23T14:08:16
2021-10-26T23:46:12
2021-10-26T23:46:12
NONE
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**Bug description** When trying to prepare data for ASR neural LM training, using the script `scripts/asr_language_modeling/neural_rescorer/create_tarred_transformer_lm_dataset.py` getting the following error (and a few preceding log lines): ``` [Parallel(n_jobs=-2)]: Done 68 out of 128 | elapsed: 10.6s remaini...
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951,249,902
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2,543
Speech Data Explorer filtering on text throws TypeError if an int or float is used as filter parameter
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2021-07-23T04:56:50
2021-07-24T01:45:05
2021-07-24T01:45:04
NONE
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**Describe the bug** On the Speech Data Explorer, on the "Samples" page, using an `int` or a `float` value to filter text by results in the Flask app throwing a TypeError such as: ``` 10.2.48.115 - - [23/Jul/2021 14:40:13] "POST /_dash-update-component HTTP/1.1" 500 - [2021-07-23 14:44:01,300] ERROR in app: Exce...
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951,088,496
MDExOlB1bGxSZXF1ZXN0Njk1NTMzMzk1
2,542
Fix onnx for ASR notebook
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2021-07-22T21:51:00
2021-07-22T21:54:00
2021-07-22T21:53:54
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2,541
Fix typos and MeCab import in NMT data notebook
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2021-07-22T19:13:03
2021-07-22T21:56:46
2021-07-22T21:56:42
CONTRIBUTOR
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This PR 1. Fixes typos 2. Fixes MeCab import issues by uninstalling and reinstalling sacrebleu[ja]
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950,859,088
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Transcript test during training
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2021-07-22T16:49:46
2021-07-26T13:00:05
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Hi, Do you still support version 0.10.1? I have a question about. I have been training a dataset in Portuguese in this version and in the results folder I see several checkpoints (decoder and encoder) being generated during training, specifically every 1000 steps. Can I count on them to take my transcription tests?...
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950,850,904
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2,539
Supplement the dataset
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2021-07-22T16:38:53
2021-08-17T11:57:52
2021-08-17T01:18:25
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Hi, After fine tuning, if I want to supplement the dataset with a little more audio, should I restart training or can I restore the epoch where I left off?
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Update audio_preprocessing.py
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2021-07-22T15:19:39
2021-07-26T13:03:58
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Update requirements.txt to include tqdm and pandas as deps for SDE and plotly
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This PR adds `tqdm` as a dependency for the Speech Dataset Explorer; it fails as below without it. ``` ✔ ~/NeMo/tools/speech_data_explorer [main|✔] 23:02 $ python3 data_explorer.py Traceback (most recent call last): File "data_explorer.py", line 37, in <module> import tqdm ModuleNotFoundError: No modu...
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Adding continuous speech transcription in pre-trained NeMo models
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2021-08-17T01:17:16
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I was working on a project that required building an API for speech to text conversion, it'd be great to have continuous transcription. As currently the model only translates the audio file which is already saved in .wav format. By any chance is it possible using NeMo now?
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Merge bugfixes and doc updates from 1.2.0 to main
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Adding Non English Tutor
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Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com>
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getting out of memory error for finetuning
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2021-08-17T01:16:47
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I am finetuning existing Citrinet model (stt_en_citrinet_1024). We have around 130h of transcribed T-mobile data. The test and evaluation sets are fixed: test(3.53h) and evaluation(5.45h). I can't use all the train data because of out of memory error. This is the type of error that I'm getting: `RuntimeError: CUDA o...
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Fix the support for char-level models in eval_beamsearch_ngram.
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2,529
Change Jarvis to Riva in export.rst
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Changing the product name from Jarvis to Riva in a nemo doc file export.rst that was not committed in the previous update.
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fix tn bug
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Signed-off-by: Yang Zhang <yangzhang@nvidia.com>
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fix bug
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Error when running eval_beamsearch_ngram.py
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2021-07-21T15:09:46
2021-08-17T01:15:32
2021-08-17T01:15:32
NONE
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Hi, I started looking into LM with Nemo. I was able to create a kenlm model using train_kenlm.py script. Then I tried to run eval_beamsearch_ngram.py using a fine-tuned model we trained, kenlm model, and test manifest, but got error. Could you tell us what to do to fix this? By the way there is no log file created,...
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949,380,398
MDU6SXNzdWU5NDkzODAzOTg=
2,525
Reproducing stt_en_conformer_ctc_medium_ls training details
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2021-07-21T06:40:49
2021-09-01T17:32:10
2021-09-01T17:32:10
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Hello, I'm trying to train conformer_ctc_medium model from scratch. I use the config file from the pretrained model stt_en_conformer_ctc_medium_ls and only change the manifest_filepath and batch_size configuraion (I changed the batch_size to 16 to fit my GPU). After training 42 epoches, the WER on librispeech val...
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2,524
Unable to install nemo on ubuntu
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2021-07-21T06:11:25
2021-07-22T00:08:25
2021-07-22T00:08:24
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Getting this error ERROR: Command errored out with exit status 1: command: /usr/bin/python -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-J5oGxi/nemo-toolkit/setup.py'"'"'; __file__='"'"'/tmp/pip-install-J5oGxi/nemo-toolkit/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__fil...
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949,299,395
MDExOlB1bGxSZXF1ZXN0Njk0MDI2Nzgz
2,523
QA fixes for NMT data notebook
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2021-07-21T04:03:03
2022-08-30T02:09:38
2021-07-21T16:24:43
CONTRIBUTOR
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This PR 1. Fixes typos in the NMT data processing notebook. 2. Fixes an issue where MeCab could not be imported because pip install nemo[all] does not install sacrebleu[ja].
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949,222,332
MDExOlB1bGxSZXF1ZXN0NjkzOTYyMTYy
2,522
Fix time stamps
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2021-07-21T00:51:08
2021-07-21T21:42:34
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COLLABORATOR
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* Update timestamps to calculate only once * introduce segmentation module * support multi-batch inference for speaker embedding extraction
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949,194,923
MDExOlB1bGxSZXF1ZXN0NjkzOTM4MjY2
2,521
Jarvis to Riva changes for doc 1.2.0
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2021-07-20T23:47:12
2021-07-21T00:25:27
2021-07-21T00:25:26
CONTRIBUTOR
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Changing Jarvis to Riva in joint_intent_slot.rst
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949,054,103
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2,520
Typo correction in asr streaming tutorial
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2021-07-20T20:24:41
2022-01-11T16:39:12
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ITN Ru and non-deterministic TN
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2021-07-20T20:21:56
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2,518
Refactor and Minimize Dependencies
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2021-07-20T20:09:31
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Upper bound PTL 1.4
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2021-07-20T19:35:04
2021-07-20T19:47:03
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PTL 1.4 has a massive change log with lots of refactors. Will likely need work to upgrade.
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-added support for addresses -added support for telephone numbers with words -added support for url -cardinal numbers that consist of 5 and more digits long will now be normalized digit by digit -SH tests and docker setup updated to work for different languages -fix for fractions in SH
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Not able to import NeMo on macOS (ModuleNotFoundError: No module named 'nemo')
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I tried following ways to install Nemo: 1. `pip3 install nemo_toolkit` 2. `pip3 install git+https://github.com/NVIDIA/NeMo.git ` 3. Running `git clone git+https://github.com/NVIDIA/NeMo.git ` and then `cd NeMo` and finally `pip3 install .` The above mentioned commands are successfully executed without any errors...
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Enable RNNT ONNX Export
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# Changelog - Enable RNNT Export to ONNX (No torchscript yet) - Add inference script for onnx exported rnnt models - Update neural types for export - Refactor Exportable to be less monolithic - Add `ExportableEncDecJointModel` that is subclass of Exportable
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Hello! I've trained a Neural Machine Translation model using NeMo. Is it possible to use Multiple GPU's for model inference? Thanks
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Updated ctc-segmentation Python package version
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This PR updates the `ctc-segmentation` Python package used for the CTC segmentation tool from version 1.1.0 to 1.4.0. The update provides a bugfix, as well as sane defaults, which results in better alignments. I would also recommend the latest version, however, the interface changed at two points: 1. As not every...
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NMT Model Checkpointing
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Hello! Does NeMo provide model check pointing for Machine Translation Models? That way, a saved checkpoint can be restored and be used for training. Thanks!
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Update eval_beamsearch_ngram.py
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2021-07-16T21:49:11
2021-09-14T07:28:11
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Typo correct
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2,498
Update TTS Docs to recommend fastpitch and hifigan
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2021-07-16T18:24:22
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Extending the neural TN/ITN models for other languages
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2021-07-16T18:06:40
2021-07-21T17:51:58
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ERROR: type should be string, got "https://github.com/NVIDIA/NeMo/pull/2415 was mainly targetting English. This PR extends it to support other languages.\r\n\r\n- [x] Testing the new code on Russian\r\n- [x] Testing the new code on German\r\n\r\nResults on Google Russian dataset and internal German dataset:\r\n- Russian Duplex System. TN accuracy: 96.20%. ITN accuracy: 85.57%\r\n- German Duplex System. TN accuracy: 94.38%. ITN accuracy: 79.89%"
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2,495
Version comparison 1.0.2 x 0.10.1
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2021-08-02T12:57:31
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Hi I've been doing transcription training for the Portuguese language for a few months and so far I'm getting great results. But I came across a question when performing a comparison of results from version 0.10.1 and 1.0.2 with the same dataset. For this comparison I respectively used the scripts: **(Version 0.10...
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2,494
Text to speech module
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2021-07-16T14:04:54
2021-08-17T01:14:36
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I have seen in tutorials for audio translation, https://github.com/NVIDIA/NeMo/blob/main/tutorials/AudioTranslationSample.ipynb It has 3 modules speech to text, translation and text to speech. But have seen it uses the IPython audio function for converting the text to audio. I was wondering is there any native modul...
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2,493
Quartz ASR to jarvis gibbrish output
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2021-07-16T08:47:45
2021-08-13T12:24:55
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Hey Tensors, I have a Quartz model trained on NeMO and I am bit confused on some for the things- 1. When nemo model is converted to enemo, it first converts to [onnx](https://github.com/NVIDIA/NeMo/blob/main/scripts/export/convasr_to_enemo.py#L60). But there are 3 onnx model generated. why? 2. While enemo to jmir...
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2,492
add sgdqa to readme
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2021-07-15T22:57:52
2021-07-16T05:14:54
2021-07-16T05:14:32
CONTRIBUTOR
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Signed-off-by: Yang Zhang <yangzhang@nvidia.com>
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Minor fixes to NMT Data Preprocessing Notebook
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Add copyright headers check
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ITN Spanish
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945,220,868
MDU6SXNzdWU5NDUyMjA4Njg=
2,488
Unable to find install_ctc_decoder.sh file In offline ASR
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2021-07-15T10:10:37
2021-08-17T01:13:25
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In order to get the timestamps of each word, I am using Offline asr ( https://colab.research.google.com/github/NVIDIA/NeMo/blob/r1.0.0b3/tutorials/asr/Offline_ASR.ipynb#scrollTo=I9eIxAyKHREB) for my experiment but I am unable to find the install_ctc_decoder.sh in scripts. Can you suggest any other alternative so tha...
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945,026,984
MDExOlB1bGxSZXF1ZXN0NjkwNDE3OTcy
2,486
Itn german
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2021-07-15T05:56:12
2021-07-20T19:42:45
2021-07-20T19:41:36
CONTRIBUTOR
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German ITN wfst grammar SH tests all passing
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MDExOlB1bGxSZXF1ZXN0NjkwMjY2NzQ2
2,485
New ASR tutorial for streaming ASR
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2021-07-14T22:33:53
2022-01-11T16:39:16
2021-07-15T07:20:46
COLLABORATOR
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944,621,844
MDExOlB1bGxSZXF1ZXN0NjkwMDc0MTQw
2,484
fix squad for chinese
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2021-07-14T16:53:33
2021-07-14T21:19:09
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thanks to Tyler Zhu Signed-off-by: Yang Zhang <yangzhang@nvidia.com>
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2,483
bert-case-chinese is not supported
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2021-07-14T14:07:46
2021-10-26T23:46:03
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using bert-case-chinese as pre-trained model, but has this issue: [NeMo I 2021-07-14 13:41:17 bert_module:54] Restoring weights from /data/cmrc2018/bert-base-chinese/pytorch_model.bin Traceback (most recent call last): File "/opt/conda/lib/python3.8/site-packages/hydra/_internal/utils.py", line 198, in run_and_r...
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944,400,336
MDExOlB1bGxSZXF1ZXN0Njg5ODkwMTQ2
2,482
Remove multiplication of sample rate for pydub indexing
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2021-07-14T12:56:13
2021-07-16T16:11:08
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When loading segments, specified with offset, files that are not supported by SoundFile (i.e. filetypes that are non-seekable such as GSM encoded wavs) the script resorts to using [pydub](https://github.com/jiaaro/pydub). Pydub uses millisecond indexing. Fix to remove incorrect multiplication with sampling rate at ...
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Replace deprecated imp with newer importlib machinery
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2021-07-14T12:24:20
2021-07-27T17:11:30
2021-07-27T05:51:26
CONTRIBUTOR
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`imp` module has been deprecated since 3.4. Since we do not support older versions of python, we should use supported functions. Unfortunately, there is no direct equivalent to `load_source()` function. While `exec_module` loads necessary objects into `package_info` object, it's not possible to use `package_info` i...
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944,350,082
MDU6SXNzdWU5NDQzNTAwODI=
2,480
Citrinet model TensorRT Inference
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2021-07-14T11:55:00
2021-08-17T01:13:05
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Hi Nvidia Team, I have converted the Nemo-based Citrinet(for ASR) Model to ONNX then to TRT, but I am stuck at writing an inference code for the TRT model. Having said that, while I am doing an Inference in Nemo, there is a single line of code for Inference. So, I am not sure about the TRT inference for the Conv...
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Pretrained Model for Speaker Verification
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2021-07-14T01:15:33
2021-08-16T18:31:39
2021-07-20T07:22:14
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Can Nemo team provide more pretrained speaker verification models such as ECAPA, X-vector?
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remove redundant tests that fail during multiple ci tests
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2021-07-13T23:48:09
2021-07-14T01:00:49
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Signed-off-by: Yang Zhang <yangzhang@nvidia.com>
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refactor text processing ONly code to allow other languages
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2021-07-13T22:59:53
2021-07-14T15:17:25
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refactored text processing library to extend to other languages updated docs and tutorial Signed-off-by: Yang Zhang <yangzhang@nvidia.com>
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adding transfer learning tutorial
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import nemo.collections.asr as nemo_asr generates an error?
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2024-05-15T14:26:25
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I tried to execute the tutorial: [](https://github.com/NVIDIA/NeMo/blob/v1.0.2/tutorials/speaker_recognition/Speaker_Recognition_Verification.ipynb) Unfortunately, the line `import nemo.collections.asr as nemo_asr` is not working and generates an error like: ``` ---------------------------------------------------...
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Integration of corcua dataset library
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Hi, I wanted to notify you about my speech dataset handling tool [corcua](https://gitlab.com/Jaco-Assistant/corcua). The task it solves is loading datasets from different formats and converting them to any framework-customized format we can use for training STT networks. It was built with the goal of making the addi...
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audio_to_melspec_precessor does not return proper MelSpectrogram
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```python import torchaudio from nemo.collections.tts.models.base import Vocoder audio, sample_rate = torchaudio.load(audio_path) # sample_rate = 22050 vocoder = Vocoder.from_pretrained('tts_melgan') audio_len = torch.tensor(audio.size(1)/22050).view(1,1) gen_mel, _ = vocoder.audio_to_melspec_precessor(audio....
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942,426,718
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Attentionpooling ecapa
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2021-07-12T20:37:05
2021-07-21T02:13:55
2021-07-14T08:21:22
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* Adds new modified ecapa ecoder for better speaker embeddings * adds attention pooling decoder * adds TAP pooling * tests
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NMT data preprocessing and cleaning notebook
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2021-07-12T19:14:42
2021-07-15T05:46:38
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Tutotrial notebook for data cleaning and pre-processing of NMT datasets.
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Add ignore_id/pad_id for classification Acc and sCELoss for seq of label models
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2021-07-12T18:16:34
2021-11-05T19:32:08
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- [x] Add `pad_id` for `SmoothedCrossEntropyLoss` to ignore label=pad_id in labels. In most cases pad_id is max_label+1. Handel general cases, and special case that has padding label e.g. 5, but the model output of shape pad_id, e.g. [0,1,2,3,4] - [x] Add `ignore_id` for `TopKClassificationAccuracy` to Ignore label=i...
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minor updates
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2021-07-12T17:49:21
2021-07-19T23:29:52
2021-07-19T23:29:52
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- Added fasttext to the NLP requirements - A quick fix for the fasttext warning messages: `Warning : 'load_model' does not return WordVectorModel or SupervisedModel any more, but a 'FastText' object which is very similar.`
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import nemo.collections.asr fails
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2021-07-12T17:45:42
2021-07-13T18:05:32
2021-07-13T18:05:32
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**Describe the bug** `import nemo.collections.asr` fails, producing the following error: ```$ python import_test.py [NeMo W 2021-07-12 13:38:25 optimizers:47] Apex was not found. Using the lamb optimizer will error out. [NeMo W 2021-07-12 13:38:36 optimizers:47] Apex was not found. Using the lamb optimizer wil...
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[Question] How can I get ASR timestamps?
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2021-07-12T14:03:20
2021-07-20T07:23:04
2021-07-20T07:23:04
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Is there any way to get timestamps for Citrinet output logits? It's important for my experiments, thanks in advance.
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Test audio samples for transcribe
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2021-07-12T09:40:46
2021-07-24T18:47:07
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By the demo given for transcribe, it has been given only for Russian text to English translation. Is there any way to get german voice samples for testing? I could not access the files in https://nemo-public.s3.us-east-2.amazonaws.com Link for Russian text is Get example from: https://nemo-public.s3.us-east-2.am...
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941,842,152
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VAD negative offset fix
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2021-07-12T09:11:47
2021-07-19T23:13:46
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Similar to https://github.com/NVIDIA/NeMo/pull/1466, fix negative offsets in manifests outputted by utils_vad. Signed-off-by: roman-vygon <roman.vygon@gmail.com>
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vad_utils negative offset fix
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2021-07-12T08:32:57
2021-07-12T08:39:30
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Similar to https://github.com/NVIDIA/NeMo/pull/1466, fix negative offsets in resulting manifests.
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Speaker diarization example produces negative offsets
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2021-07-12T08:02:28
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CONTRIBUTOR
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**Describe the bug** Using [speaker_diarize.py](https://github.com/NVIDIA/NeMo/blob/main/examples/speaker_recognition/speaker_diarize.py ) results in a negative offset for a file in a manifest, which leads to an error in dataloader: ``` File "speaker_diarize.py", line 45, in main sd_model.diarize() Fil...
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DDP-related(?): all CUDA-capable devices are busy or unavailable
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2021-07-11T07:56:21
2024-10-08T09:58:29
2021-08-17T01:10:08
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**Describe the bug** "speech_to_text_bpe.py"(ASR example) with ddp (8-gpus) failed to run. It produced a "RuntimeError: CUDA error: all CUDA-capable devices are busy or unavailable" **Steps/Code to reproduce bug** After generating the manifest for LibriSpeech dataset and tokenization, I ran the following scr...
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941,087,125
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Update audio translation sample notebook with newer models
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2021-07-09T21:56:56
2021-07-15T18:01:43
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Update QuartzNet with newer better speech recognition model _Citrinet Mandarin_. Update TTS models to Fastpitch and HiFiGan Signed-off-by: fayejf <fayejf07@gmail.com>
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Make parallel version of ConvASREncoder
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2021-07-09T13:06:15
2021-08-17T14:49:08
2021-07-16T13:22:48
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The change introduces an encoder that can stack and execute several similar Jasper blocks side by side. This implementation can be used to define and train CarneliNet. Underlying ParallelBlock supports tower dropout to train models that can be reconfigured during inference time. # Usage ## Config Define ...
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docker: Error response from daemon: could not select device driver "" with capabilities: [[gpu]].
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Command line executed docker run --gpus all -it --rm -v abc:/NeMo --shm-size=8g -p 8888:8888 -p 6006:6006 --ulimit memlock=-1 --ulimit stack=67108864 --device=/dev/snd nvcr.io/nvidia/pytorch:21.05-py3 Getting error message: docker: Error response from daemon: could not select device driver "" with capabilities...
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Make parallel version of ConvASREncoder
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2021-07-08T16:41:57
2021-07-09T13:09:25
2021-07-08T16:55:09
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The change introduces an encoder that can stack and execute several similar Jasper blocks side by side. This implementation can be used to define and train CarneliNet. Underlying ParallelBlock supports tower dropout to train models that can be reconfigured during inference time. # Usage ## Config Define ...
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Standardize Mel High Freq
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2021-07-08T16:24:29
2021-07-12T17:05:33
2021-07-12T17:05:31
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940,004,867
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2,452
Allow for deletion of top_k checkpoints if resuming
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2021-07-08T15:57:47
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939,975,074
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2,451
Add ckpt to nemo script
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2021-07-08T15:24:08
2021-07-23T13:55:00
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Sometimes I have ckpt files that I want to use/test while my model is still training. This script simply converts those ckpt's to nemo files to enable various use cases with Jarvix/Onnx/etc.
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add mandatory args
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2021-07-08T01:03:48
2021-07-08T02:10:20
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Signed-off-by: Yang Zhang <yangzhang@nvidia.com>
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Training Recovery
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2021-07-13T15:43:44
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We are doing training tests on Colab with its "10_ASR_CTC_Language_Finetuning" script, but the machine only lasts 24 hours. Is there a possibility to continue a workout where you left off? We are controlling Checkpoints and ".nemo" directly through Drive
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