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3,254
What is the possibility of utilising NeMo TTS Tacotron2 for generating a new model for a native language? Please confirm whether this is possible or not as if I'm having a use case for building something for an African language to help fight Covid-19
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2021-11-27T09:02:09
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escape chars fix
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2021-11-26T14:59:59
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Signed-off-by: ekmb <ebakhturina@nvidia.com>
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AttributeError: module 'nemo.collections' has no attribute 'nlp'
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**Describe the bug** When I try "from nemo.collections import nlp" I get the error below ``` [NeMo W 2021-11-26 06:12:43 optimizers:50] Apex was not found. Using the lamb or fused_adam optimizer will error out. [NeMo W 2021-11-26 06:12:49 experimental:28] Module nemo.collections.nlp.data.text_normalization.deco...
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1,064,053,425
I_kwDOC_bI7s4_bCqx
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How to train NeMo TTS Tacotron2 model from pretrained model?
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2021-11-26T02:48:05
2022-03-17T08:43:36
2022-01-26T14:28:25
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**Describe the bug** Do Nemo TTS models train from pre-trained model? Command is blow python tacotron2.py train_dataset=filelists/transcript_train.json validation_datasets=filelists/transcript_val.json trainer.accelerator=null trainer.check_val_every_n_epoch=1 --pretrained_model=tts_en_tacotron2.nemo [NeMo W ...
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1,063,712,867
I_kwDOC_bI7s4_Zvhj
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Colab throws an error
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2021-11-25T15:22:30
2021-12-01T14:52:39
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Colab notebook: [lab.research.google.com/github/NVIDIA/NeMo/blob/r1.0.0rc1/tutorials/tts/2_TTS_Tacotron2_Training.ipynb](https://colab.research.google.com/github/NVIDIA/NeMo/blob/r1.0.0rc1/tutorials/tts/2_TTS_Tacotron2_Training.ipynb#scrollTo=HEvdSU5WYZbj) Error: No module named 'nemo'
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1,063,594,161
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Diarization Inference Parameters
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2021-11-25T13:30:48
2022-04-05T23:43:05
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Hey guys, I'm using "Speaker_Diarization_Inference.ipynb", I'm having a problem with Vad Diarization parameters ``` output_dir = os.path.join(ROOT,'outputs') config.diarizer.paths2audio_files = paths2audio_files config.diarizer.path2groundtruth_rttm_files = path2groundtruth_rttm_files config.diarizer.out_dir = ...
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Error "Can't pickle local object" when using multiprocessing on GPU
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2021-11-25T13:19:43
2021-11-25T20:29:27
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I'm looking to develop an API that will perform multiple simultaneous transcripts every time an external request arrives. To perform these simultaneous transcriptions I thought of using python multiprocessing to help me. Performing CPU transcripts in multiprocessing works fine, however when using GPU I get the error "...
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How to use model after transfer learning on new dataset
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2021-11-25T09:29:21
2021-12-15T03:40:40
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Hi, Used `quartznet_15x5` model for the transfer learning on the open-source dataset (AN4 dataset) for ASR. Once the pre-trained model gets trained with the newer dataset. I tried saving the trained model. Once I tested with the saved model using `nemo_asr.models.<MODEL_BASE_CLASS>.restore_from(restore_path="<path/to/...
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Speaker Diarization Notebook has bug
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2021-11-25T06:11:07
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Hey! I am working with this [notebook](https://github.com/NVIDIA/NeMo/blob/offline_asr_diar_vad/tutorials/speaker_tasks/Speaker_Diarization_Inference.ipynb) for diarizing the audio files. This notebook seems to work perfectly with the given "an4_diarize_test.wav" test file but when I try it on my own audio files the...
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1,063,176,413
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3,243
Training conformer_ctc with korean
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2021-11-25T05:35:15
2023-10-26T01:21:42
2021-11-29T07:21:45
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I am trying to train the conformer-ctc model with the Ksponspeech dataset, which is a Korean speaking dataset. Ksponspeech - 1000hours / 123GB / 630000 pcm audio files ( fs=16000 / sample_width = 2 / channels=1) In the first try, with the same settings as the existing conformer ctc configuration guidelines, onl...
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adding german conformer ctc and rnnt
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2021-11-24T23:48:28
2021-12-03T19:18:17
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Signed-off-by: Yang Zhang <yangzhang@nvidia.com>
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Port Variational Inference with Adversarial Learning (VITS) to NeMo TTS
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2021-11-24T22:13:02
2022-02-03T16:34:40
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# Overview This change adds [Variational Inference with adversarial learning (VITS)](https://github.com/jaywalnut310/vits) to the collection of TTS models. VITS uses the `monotonic_align` module, which requires Cython to be installed prior to building (i.e. run `pip install cython` before running `./reinstall.sh`...
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Support TPU Training
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2021-11-24T19:46:25
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Hi, Thanks for your great repo. I think it would be really great if Nemo support TPU training (due to the fact that training on some large datasets on GPU is slow, and TPU will probably help in these scenarios. In addition, other speech frameworks, to the best of my knowledge, such as SpeechBrain, ESPNet, etc., curren...
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1,062,200,701
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3,239
Fix cast type in _se_pool_step_script related functions
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2021-11-24T09:38:16
2021-11-24T17:56:16
2021-11-24T17:56:14
CONTRIBUTOR
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Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com>
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nemo container docker building instruction - merge to main
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2021-11-23T18:06:36
2021-11-23T19:30:13
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COLLABORATOR
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https://github.com/NVIDIA/NeMo/pull/3223 Verfiy nemo container building from Dockerfile and add instructions for how to do it. Signed-off-by: fayejf <fayejf07@gmail.com>
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WFST TN updates
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2021-11-23T14:25:09
2021-11-24T18:42:22
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[Core] Upgrade to NVIDIA PyTorch 21.11 Container
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2021-11-22T23:55:11
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Fix text length type in TTSDataset for beta_binomial_interpolator
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2021-11-22T17:42:20
2021-11-23T16:01:22
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Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com>
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Final merge r1.5.0 bugfixes and doc updates to main
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r1.5.0 to main
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Merge latest released changes back to main.
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Add Beta-binomial Interpolator to TTSDataset
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2021-11-22T15:51:34
2021-11-22T16:27:15
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Beta-Binomial Interpolator is taken from [DeepLearningExamples](https://github.com/NVIDIA/DeepLearningExamples/blob/master/PyTorch/SpeechSynthesis/FastPitch/fastpitch/data_function.py#L45) repository. Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com>
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Inconsistent model inference
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**Describe the bug** Outputs different predictions for the same input depending batch. I suspect the problem is related to pad tokens not being masked properly. **Steps/Code to reproduce bug** ``` import nemo.collections.asr as nemo_asr model = nemo_asr.models.ASRModel.from_pretrained(model_name="stt_en_co...
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Fine-tune optimal hyperparameters for small datasets?
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2021-11-30T23:16:10
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I'm trying to improve the accuracy of the ASR model for a specific domain. The base model it's a fine-tuned model from English (QuartzNet) to my language, and now I'm trying to improve this base model on a specific dataset. The dataset has around 12h, and I used speed perturbation to generate around 37h. I use...
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Adding pretrained French ASR models to ctc_bpe and rnnt_bpe listings
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patch omegaconf for cfg
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2021-11-19T22:44:25
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Related to https://github.com/NVIDIA/NeMo/pull/3170 Signed-off-by: fayejf <fayejf07@gmail.com>
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nemo container docker building instruction
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2021-11-19T21:59:31
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Verfiy nemo container building from Dockerfile and add instructions for how to do it.
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Adding adaptive bucketing for tarred datasets.
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2021-11-19T19:22:58
2022-01-19T07:08:21
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This PR adds the support of adaptive batch size for bucketing. +It currently just supports tarred datasets +train_ds.bucketing_batch_size is added which user may use to enable the adaptive batching and specify the batch sizes for the buckets +when bucketing_batch_size is not set, train_ds.batch_size is going to be u...
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KenLM with ASR
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Hi, I'm fine tuning Quartznet (character model) and CTC-Conformer (BPE model) on new language and the results are good. Then I use KenLM with both. I have some question: 1. When I download and see "3-gram.pruned.1e-7.arpa" file in [this tutorial](https://colab.research.google.com/github/NVIDIA/NeMo/blob/stable/tutoria...
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Machine translation shared embeddings
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2021-11-19T14:42:50
2021-12-15T14:52:18
2021-12-15T14:52:17
CONTRIBUTOR
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**Describe the bug** If my understanding is correct, an [MTEncDecModel](https://github.com/NVIDIA/NeMo/blob/main/nemo/collections/nlp/models/machine_translation/mt_enc_dec_model.py#L54) exposes no options for sharing embeddings between the encoder and decoder, but this seems to be the de facto standard. E.g. from th...
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Add ITN Vietnamese
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2021-11-19T05:23:49
2022-01-04T17:46:31
2021-11-23T14:20:49
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Signed-off-by: Binh Le <binhnd234@gmail.com>
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Fix Masked SE for Citrinets + export Limited Context Citrinet
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2021-11-19T03:02:21
2021-11-22T23:11:11
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# Changelog - Fix masking in SqueezeExcite block where padding causes incorrect calculation of global average. Slight improvements in WER found after retraining / fine-tuning. Masking should no longer be affected by batch size. - Add sequence length tracking to Jasper block. # NOTE: - This is a breaking change. M...
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WIP: Persistent layer norm and module dependency check
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2021-11-18T23:26:35
2023-02-22T18:37:42
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This adds the option to use the persistent layer norm kernel from APEX. The kernel is available from PyT container v21.11 so added a dependency check. Other pytorch- or container-dependency modules can have dependency checks in the same method. Signed-off-by: Sangkug Lym <slym@nvidia.com>
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Add apex into `autodoc_mock_imports`
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2021-11-18T20:45:08
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text2sparql val loss logging fix
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2021-11-18T20:01:03
2022-04-15T21:38:18
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MEMBER
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Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com>
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Error while trying to use the NeMo's pretrained model based on TalkNet in r1.5.0 branch
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2021-11-18T15:37:50
2022-01-10T17:01:00
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**Describe the bug** The pretrained TalkNet2 model does not appear to be available in 1.5.0. The tutorial notebook https://github.com/NVIDIA/NeMo/blob/stable/tutorials/tts/TalkNet_Training.ipynb states that r1.4.0 is broken and r1.2.0 should be used. I run into the same issue as #3206, where it appears fixed by movi...
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conformer_ctc small config file
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2021-11-18T09:29:40
2021-12-20T09:47:36
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NONE
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Hi, will you supply the config for training conformer-ctc samll on librispeech? https://catalog.ngc.nvidia.com/orgs/nvidia/teams/nemo/models/stt_en_conformer_ctc_small_ls
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How to do "Riva Custom Voice" which is presented in 2021 GTC
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2021-11-18T08:51:43
2023-01-19T00:48:00
2021-11-19T07:23:59
NONE
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I would like to train and deploy a branded voice in Nvidia Riva. This is presented in NVIDIA GTC Nov. 2021 by the CEO Jensen Huang. He states that you can clone your voice with 30 mins of speech data and fine tune Riva model. Here is a link to a paper for the Custom Voice. https://blogs.nvidia.com/blog/2021/11/09/r...
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1,056,771,765
PR_kwDOC_bI7s4ur0gd
3,208
Add support to modify nemo cache directory
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2021-11-18T00:04:59
2021-11-18T23:41:24
2021-11-18T18:33:59
COLLABORATOR
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# Changelog - Adds support to modify the nemo cache directory using an environment variable # Usage ```sh NEMO_CACHE_DIR="~/nemo_cache_dir/" python nemo_example_script.py ``` Closes https://github.com/NVIDIA/NeMo/issues/3185, https://github.com/NVIDIA/NeMo/issues/2025 Signed-off-by: smajumdar <titu1994@g...
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1,056,653,897
PR_kwDOC_bI7s4urbIH
3,207
Add Pitch, Duration Tensors for Riva
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2021-11-17T21:33:41
2021-11-18T19:08:10
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3,206
Error while trying to use the NeMo's pretrained model based on TalkNet in r1.2.0 branch
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2021-11-17T13:52:01
2021-11-18T16:17:48
2021-11-18T12:16:55
NONE
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**Describe the bug** A clear and concise description of what the bug is. **Steps/Code to reproduce bug** Please list *minimal* steps or code snippet for us to be able to reproduce the bug. A helpful guide on on how to craft a minimal bug report http://matthewrocklin.com/blog/work/2018/02/28/minimal-bug-re...
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PR_kwDOC_bI7s4up1dT
3,205
Update TTS Dataset, FastPitch with TTS dataset and small improvements in HiFiGAN
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2021-11-17T13:19:21
2021-11-19T17:59:34
2021-11-19T17:59:31
CONTRIBUTOR
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* Update TTSDataset to use speaker id * Update FastPitch to use new TTS Dataset * Update HiFiGAN (more flexible `configure_optimizers`) and rename generator config for 44100 khz (it is just extended v1, but for 44100, it shouldn't be v4, IMO) Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com>
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3,204
NLTK version fix
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2021-11-16T23:44:14
2021-11-17T01:14:14
2021-11-17T01:14:14
MEMBER
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Bumping NLTK version. Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com>
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Add aishell and fisher dataset processing scripts for ASR
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2021-11-16T22:39:25
2023-02-22T18:45:46
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COLLABORATOR
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Signed-off-by: jbalam <jbalam@nvidia.com>
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3,202
Fix RNNT ALSD Decoding Indexing bug
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2021-11-16T21:27:32
2021-11-16T21:52:14
2021-11-16T21:52:10
COLLABORATOR
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# Bugfix - Fix an off-by-one indexing issue with ALSD decoding that causes it to skip the 0th timestep of the acoustic time dimension (T) Closes https://github.com/NVIDIA/NeMo/issues/3199 Signed-off-by: smajumdar <titu1994@gmail.com>
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Restore Quick Fix for now
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2021-11-16T19:53:27
2021-11-17T20:18:02
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3,200
Speaker Recognition Verification tutorial fails
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2021-11-16T16:24:31
2021-11-30T23:13:54
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NONE
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Hi, It's in the Speaker Recognition Verification tutorial. While opening the jupyter notebook in collab, fails to import nemo.collections.asr error message : "OSError: libtorch_hip.so: cannot open shared object file: No such file or directory" it seems to be a pytorch or torchaudio wrong version Than...
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Index bug in RNN-T beam search algorithm ALSD
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2021-11-16T21:52:36
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Please refer to https://github.com/espnet/espnet/issues/3781 for details. Codes locate at https://github.com/NVIDIA/NeMo/blob/807b001f2e20ac6ab2930419c32076d242128c5d/nemo/collections/asr/parts/submodules/rnnt_beam_decoding.py#L785-L787
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3,198
Issue in FastSpeech2 | Restarting Training from a Saved Checkpoint.
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I am experimenting with FastSpeech2 using LJSpeech dataset. I am trying to restart the run from a previously saved checkpoint, I tried changing the options in fastspeech2.yaml file. The log does say that it is resuming from earlier saved checkpoint, but the epoch value, train loss value, val loss value, all point to th...
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3,197
issue with setting checkpoints
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2021-11-16T20:55:50
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Hi, I have trouble with checkpoints. I wanna set checkpoints at end of each epoch. but it give me error. It's error message is "pytorch_lightning.utilities.exceptions.MisconfigurationException: Invalid type provided for checkpoint_callback: Expected bool but received <class 'list'>." Could you please help me to set c...
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Add AISHELL 2 processing script
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# Changelog - Add back AISHELL 2 data preprocessing script Signed-off-by: smajumdar <titu1994@gmail.com>
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NMT validation examples with inputs
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2021-11-15T22:24:26
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This PR extends the log of NMT models. It adds input to the translations and ground truths of the logged samples. Example of updated log (notice `Input: `): ``` [NeMo I 2021-11-15 14:11:28 mt_enc_dec_model:389] Dataset name: Validation, Dataloader index: 0, Translation Examples: [NeMo I 2021-11-15 14:11:28 mt_...
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3,193
Fix the concat manifest bug in asr data loaders.
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Add support for multi-speaker FastPitch export
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2021-11-15T21:09:16
2021-11-17T15:28:44
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CONTRIBUTOR
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Signed-off-by: Ryan Leary <rleary@nvidia.com>
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Reduce number of log files for large runs
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Update branch name for torchtext in Dockerfile
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1,053,788,497
PR_kwDOC_bI7s4uigk4
3,189
Update name of files to one style in TTS folder
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2021-11-15T15:21:27
2021-11-16T14:44:40
2021-11-16T14:44:38
CONTRIBUTOR
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Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com>
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I_kwDOC_bI7s4-zrLk
3,188
"use_cer" in ASR training with pytorch lighnting.
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2021-11-15T14:32:12
2021-11-17T23:45:37
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The CER value during the validation of the training process does not align with the inference process. And during the inference process, the execution is like the following part. `wer_value = word_error_rate(hypotheses=hypotheses, references=references, use_cer=args.use_cer)`. Meanwhile, the training codes are like: ...
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1,053,654,259
I_kwDOC_bI7s4-zXzz
3,187
where is 'get_aishell_data.py'
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2021-11-15T13:14:59
2021-11-17T23:45:44
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NONE
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**Describe the bug** A clear and concise description of what the bug is. **Steps/Code to reproduce bug** Please list *minimal* steps or code snippet for us to be able to reproduce the bug. A helpful guide on on how to craft a minimal bug report http://matthewrocklin.com/blog/work/2018/02/28/minimal-bug-re...
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1,053,500,020
PR_kwDOC_bI7s4uhkNU
3,186
port UnivNet to NeMo TTS collection
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2021-11-15T10:38:31
2022-01-24T14:55:27
2022-01-24T14:55:27
CONTRIBUTOR
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includes 2 commits: 1. portning UnivNet based on [https://github.com/mindslab-ai/univnet](url). Also includes `scripts/dataset_processing/get_libritts_data.py` for LibriTTS training. 2. Currently HiFi-GAN from main have two `output_types`, where one should be `input_types`.
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1,053,440,356
I_kwDOC_bI7s4-yjlk
3,185
NeMo cache model files in hard-coded location without using environment variables
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2021-11-15T09:56:40
2021-11-18T18:36:47
2021-11-18T18:33:59
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https://github.com/NVIDIA/NeMo/blob/e987e178ecb42f1e8411c59e80628cd67af03f79/nemo/core/classes/common.py#L722 NeMo store and load models from hard-coded folder (Path.home()/.cache/torch/NeMo/) Is it possible to change it to a location dependent on some environment variable, similar to a way it is done for torch.h...
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1,053,048,586
I_kwDOC_bI7s4-xD8K
3,182
Error when downloading the Persian data set of Mozilla Common Voice
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2021-11-14T21:40:22
2021-12-26T18:07:05
2021-11-16T11:51:40
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Hi, Thanks for your great repo. I want to download the Mozilla Common Voice (MCV) **Persian** data set via the following code: [get_commonvoice_data](https://github.com/NVIDIA/NeMo/blob/main/scripts/dataset_processing/get_commonvoice_data.py) I have used below parameters: `VERSION = "cv-corpus-7.0-2021-07-21"` `LA...
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3,181
Issues with saving checkpoints
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2021-11-14T20:24:36
2021-12-07T18:03:37
2021-12-07T18:03:37
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Hi! I'm trying to train tacotron 2 from scratch. Running in current main branch with pytorch-lightning==1.5.0 ``` PYTHONPATH="$(pwd)" python examples/tts/tacotron2.py \ train_dataset=train_data.json \ validation_datasets=validation_data.json \ +exp_manager.checkpoint_callback_params.save_top_k=1 \ +exp_manager...
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3,178
[BugFix] Fix GPT ckpt resume path
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2021-11-12T17:04:13
2021-11-15T05:33:41
2021-11-15T05:33:39
COLLABORATOR
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3,177
LJSpeech alignment scripts fixed for latest MFA
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2021-11-12T12:20:25
2021-11-12T17:20:36
2021-11-12T17:20:36
CONTRIBUTOR
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The latest releases of MFA breaks extract_ljspeech_phonemes_and_durs.sh Example: ``` ~/NeMo/scripts/dataset_processing/ljspeech$ mfa thirdparty usage: mfa [-h] {version,align,adapt,train,validate,g2p,train_g2p,model,train_lm,train_dictionary,train_ivector,classify_speakers,create_segments,transcribe,c...
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_torchtext.so: undefined symbol: _ZTVN5torch3jit6MethodE
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2022-01-05T17:17:43
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Сan't import nemo.collections.asr in google colab notebook https://colab.research.google.com/github/NVIDIA/NeMo/blob/stable/tutorials/asr/ASR_with_NeMo.ipynb. This worked on 11/11/2021, starting today (12/11/2021), the error appears: ImportError: /usr/local/lib/python3.7/dist-packages/torchtext/_torchtext.so: undefi...
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Correct way to use CyclicLR with config
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2021-11-12T09:58:54
2021-11-15T15:23:53
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Hi 👋 I'm trying to set up training with CyclicLR using config file and it fails every time. NeMo uses CyclicLR from PyTorch, so I guess it should support all the keyword arguments from `torch.optim.lr_scheduler.CyclicLR`, but I'm not sure how to pass them using config file. Here is the config I'm using: ``` opti...
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German TN wfst
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2021-11-12T05:54:19
2021-11-22T23:49:09
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German non deterministic TN wfst
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Merge r1.5.0 bugfixes to main
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remove cfg in _load_model_state in nlp_models
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We patched cfg issue in modelPT level in https://github.com/NVIDIA/NeMo/pull/3170. Revert the cfg arg in `_load_model_state` in nlp_models in https://github.com/NVIDIA/NeMo/pull/3149 since it will break the fix and is deprecated in PTL. Signed-off-by: fayejf <fayejf07@gmail.com>
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Disable cache
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Fix cfg issue for r1.5.0
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2021-11-11T20:07:46
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Fix issues with config saving TypeError: __init__() missing 1 required positional argument: 'cfg' when trying to do model.load_from_checkpoint(XYZ) related to https://github.com/NVIDIA/NeMo/pull/3058 and https://github.com/PyTorchLightning/pytorch-lightning/discussions/7525
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[BugFix] Add note in notebook that megatron bert is supported in r1.4.0
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Fix bug with max_steps in modelPT.py according to PTL 1.5.0
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Fix bug in modelPT.py according to this PR in PTL 1.5.0: https://github.com/PyTorchLightning/pytorch-lightning/commit/0e20119d24c410c9004a9d0c6ce0505914c1dc02 Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com>
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nemov1.4.0 : RuntimeError: Error(s) in loading state_dict for EncDecCTCModelBPE: size mismatch for preprocessor.featurizer.window: copying a param with shape torch.Size([40]) from checkpoint, the shape in current model is torch.Size([400]).
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I am training a conformer model (size medium) on hindi dataset of about 501 hrs after training for few epoch I am getting ?? in the predicted transcription. When I am trying to load checkpoint for inference I am getting size mismatch for preprocessor error can someone help or any insights to help with this? <img widt...
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Text2sparql fix 1.5.0
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Fixes 1. Accelerator = None 2. HF API change to outputs. Removed output neural types from the model since HF returns a tuple of tensors now.
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Fixes notebook bugs for r1.5.0 release: Bug 3415701 https://nvbugswb.nvidia.com/NVBugs5/redir.aspx?url=/3415701 [ML-NeMo][Tesla A30][NLP] Zero_Shot_Intent_Recognition.ipynb failed with FileNotFoundError: [Errno 2] No such file or directory: Bug 3415458 https://nvbugswb.nvidia.com/NVBugs5/redir.aspx?url=/34154...
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Fixes notebook bugs for r1.5.0 release: Bug 3415701 https://nvbugswb.nvidia.com/NVBugs5/redir.aspx?url=/3415701 [ML-NeMo][Tesla A30][NLP] Zero_Shot_Intent_Recognition.ipynb failed with FileNotFoundError: [Errno 2] No such file or directory: Bug 3415458 https://nvbugswb.nvidia.com/NVBugs5/redir.aspx?url=/34154...
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[BugFix] Fix check for model parallel size in TP 1 case
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TalkNet Demo
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I've just finished reading the paper of TalkNet and I'm interested in the work. But I'm wondering where I can find some TalkNet Demos. Thanks in advance for your answers !
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Improve data pipeline for punctuation capitalization model and make other useful changes
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1. `PunctuationCapitalizationDataset` - Sort input sequences before packing them into batches to reduce padding - Batching is done in `PunctuationCapitalizationDataset`, not in `DataLoader` - Parallelize features creation - Exclude `'input_mask'`, `'loss_mask'`, `'segment_ids'` from dataset cache. Now th...
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[QUESTION] How to use asr for online streaming with language model ?
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Hello, Thank you for sharing great toolkit, tutorials and code. I have a question: "How can I use asr for streaming with languge model ?"
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fixed two typos
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Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com>
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3,152
Patch LR max_step computation check
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2021-11-09T21:13:13
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# Bugfix - Compute explicit max steps if max_steps = None or negative numbers (new default in PTL 1.5.0+) Signed-off-by: smajumdar <titu1994@gmail.com>
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fix nemo checkpoint converter
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2021-11-09T20:56:32
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Signed-off-by: Yu Yao <yuya@nvidia.com>
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fix nemo checkpoint convert
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fix nemo checkpoint converter
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config link fixes
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3,145
Suitable PyTorch version for online Microphone ASR
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2021-11-06T13:19:03
2021-11-13T00:56:33
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Hi, What is the Suitable PyTorch version for using online Microphone ASR? I installed Nemo with the "r1.2.0" brach. My OS is Linux 20.04. I try all of the PyTorch versions but Nemo has conflict or does not recognize my Microphone.
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3,144
Streaming inference for Conformer Transducer ASR model
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2021-11-06T08:01:20
2021-11-06T09:53:11
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Hi. Im want to developing a streaming interface for my trainned Conformer Transducer ASR model. I have only see tutorials about streaming for CTC model here: https://github.com/NVIDIA/NeMo/blob/stable/tutorials/asr/Online_ASR_Microphone_Demo.ipynb https://github.com/NVIDIA/NeMo/blob/stable/tutorials/asr/Streaming_AS...
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update english tn ckpt
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2021-11-05T17:28:41
2021-11-05T18:24:50
2021-11-05T18:24:47
CONTRIBUTOR
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Signed-off-by: Yang Zhang <yangzhang@nvidia.com>
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(1) update auto-casting api, (2) simplifiy precision arguments and re…
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2021-11-05T01:52:40
2021-11-05T17:56:52
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I have verified that this fix gives the same results as the baseline code with both fp16 and bf16. Signed-off-by: Sangkug Lym <slym@nvidia.com>
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1,045,287,073
PR_kwDOC_bI7s4uHsFm
3,141
Add logging to LS script
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2021-11-04T23:03:53
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Signed-off-by: smajumdar <titu1994@gmail.com>
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1,045,116,240
PR_kwDOC_bI7s4uHIEE
3,140
Fixing unneeded warmup batch when no timing is recored
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2021-11-04T19:17:16
2021-11-08T09:56:31
2021-11-05T21:25:46
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Fixed continuous warmup with no write_timing is selected.
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Self-supervised pre-training for speech models
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2021-11-04T17:27:17
2021-11-10T23:33:12
2021-11-10T23:33:12
CONTRIBUTOR
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Adds support for self-supervised pre-training of encoder-decoder speech models.
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index out of dimension in sd_model.diarize() "Speaker_Diarization_Inference"
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2022-04-05T23:42:14
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**Describe the bug** I'm using "Speaker Diarization Inference" but 'vad_marblenet' wasn't enough, I decided to do the Fine-tune training on the vad model as in the example of "Speech_Commands.ipynb" which is mentioned at the end of the Voice_Activity_Detection notebook. After the model's Fine-tune I tested it, and ...
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Cannot unset both `source_processor` and `target_processor` for NMT model inference.
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2021-11-04T12:00:51
2021-11-18T18:37:07
2021-11-08T14:33:56
CONTRIBUTOR
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If I omit both parameters `--target_lang` and `--source_lang` when running script `nmt_transformer_infer.py`, then both `target_processor` and `source_processor` attributes of model `MTEncDecModel` are set as during the model training. This behaviour appears because 1) `source_processor` and `target_processor` are...
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