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990,407,789
MDExOlB1bGxSZXF1ZXN0NzI5MDAxMjg0
2,789
Tn fix bugs
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2021-09-07T22:43:37
2021-09-14T06:35:59
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CONTRIBUTOR
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990,378,644
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2,788
Deprecate experimental RNNT flag and make it fully supported
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2021-09-07T21:43:18
2021-09-09T23:07:22
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# Changelog - Deprecate `experimental_fuse_loss_wer` and replace with `fuse_loss_wer` flag instead. - Add missing zh models back Signed-off-by: smajumdar <titu1994@gmail.com>
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non-deterministic norm update
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2021-09-07T18:53:59
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990,163,292
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2,784
Machine Translation SacreBLEU is different when running `trainer.test()` vs directly calling `corpus_bleu()`
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2021-09-07T16:39:05
2022-04-05T23:39:09
2022-04-05T23:39:09
NONE
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**Describe the bug** The SacreBLEU score in [mt_enc_dec_model](https://github.com/NVIDIA/NeMo/blob/r1.3.0/nemo/collections/nlp/models/machine_translation/mt_enc_dec_model.py) is computed using detokenized target text: ``` 286: ground_truths = [self.decoder_tokenizer.ids_to_text(tgt) for tgt in np_tgt] 28...
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990,113,577
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2,783
normalize_batch ValueError
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2021-09-07T15:37:35
2021-09-16T19:08:48
2021-09-09T23:44:10
NONE
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Hello, I am fine-tuning Conformer-small using a custom tarred dataset. During training the following error occurs: ``` Error executing job with overrides: ['+init_from_nemo_model=/home/ael/Scripts/nemo/training/pretrained_models/stt_en_conformer_ctc_small/stt_en_conformer_ctc_small.nemo'] Traceback (most rec...
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989,515,647
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2,782
Tune frame length while training Tacotron?
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2021-09-07T01:30:30
2022-02-23T08:21:37
2021-09-27T01:40:19
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Thank you for building a great open source project. I'm trying to train Tarcotron using Korean datasets. While training I just noticed that depending on `max_duration`, frame padding length will be changed, below images show `val_target` Mel spectrogram where `max_duration` is over 3.5sec and below 3.5sec. ![...
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ValueError: Error instantiating 'nemo.collections.asr.modules.conv_asr.SpeakerDecoder' : invalid literal for int() with base 10: ','
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2021-09-06T13:59:57
2022-11-24T23:39:37
2021-10-26T23:53:56
NONE
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**Describe the bug** Following "NGC Pretrained Checkpoints" from https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/stable/asr/speaker_recognition/results.html **Steps/Code to reproduce bug** Running: nemo_asr.models.EncDecSpeakerLabelModel.from_pretrained(model_name="speakerrecognition_spe...
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torch.stft() signature has been updated for PyTorch 1.7+ Please update PyTorch to remain compatible with later versions of NeMo.
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2021-09-06T12:21:57
2021-10-26T23:53:34
2021-10-26T23:53:34
NONE
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**Describe the bug** [NeMo W 2021-09-06 11:58:47 patch_utils:50] torch.stft() signature has been updated for PyTorch 1.7+ Please update PyTorch to remain compatible with later versions of NeMo. and followed by /usr/local/lib/python3.7/dist-packages/torch/nn/functional.py in _pad(input, pad, mode, value) ...
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988,918,844
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AttributeError: type object 'EncDecCTCModel' has no attribute 'from_pretrained'
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2021-09-06T08:31:46
2021-09-15T02:53:25
2021-09-14T17:47:24
NONE
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Hi, I installed the nemo 1.3.0 latest version recently and find there is an attribute error as shown below. Although I have reinstall my environment for a few times, it still have this error. Has anyone encounter this recently with NeMo 1.3.0? ==========================================================================...
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RuntimeError raised when using classifytext function from text_classification_class.py with a pretrained model using tensor model parallel
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2021-09-04T20:28:43
2022-01-29T02:31:42
2022-01-29T02:31:42
CONTRIBUTOR
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**Describe the bug** We have a BERT model pretrained using Megatron-LM (v2.2) with the tensor model parallel set to 2. We use NeMo to fine-tune the model for text classification. We do not have an issue with fine-tuning and test, but we have an issue with prediction. We try to apply the classifytext function from t...
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Move speaker folders
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2021-09-03T23:38:49
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* Clean speaker scripts * Add asr with diarization script
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Relative paths in tarred dataset
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2021-09-03T23:01:58
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This PR Adds on-the-fly validation of tarred dataset files. Changes: 1. If file is missing, looking for the file in same path as metadata file. 2. If file cannot be found, raises an exception.
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Fix usage of coverage in tokenizer while creating tarred datasets
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2021-09-03T20:04:50
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CONTRIBUTOR
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Max pooling encoder
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2021-09-03T18:36:44
2021-09-17T00:05:57
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COLLABORATOR
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This PR introduces a max-pooling and average-pooling encoders. Each block halves the steps of the encoder using max pooling / average pooling over steps dimension. In addition, a control parameter `MTBottleneckModel.deterministic_translate` can be used for deterministic translation for VAE and MIM ( i.w., using the...
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Provide NMT gRPC models via a directory instead of individual files
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2021-09-03T17:54:17
2021-09-10T05:58:58
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CONTRIBUTOR
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Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca>
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fix for HF model restoration
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2021-09-03T17:37:41
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Signed-off-by: ekmb <ebakhturina@nvidia.com>
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Error loading roberta-base encoder for trained Punctuation-Capitalization model during evaluation using example scripts
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2021-09-03T10:26:06
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NONE
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**Describe the bug** I am using the provided [punctuation_capitalization_train.py](https://github.com/NVIDIA/NeMo/blob/main/examples/nlp/token_classification/punctuation_capitalization_train.py) and [punctuation_capitalization_evaluate.py](https://github.com/NVIDIA/NeMo/blob/main/examples/nlp/token_classification/pu...
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2,769
IntentSlotClassificationModel.restore_from fails when using a custom pre-trained checkpoint and the data_dir is None or does not exist
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2021-09-02T23:11:42
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CONTRIBUTOR
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**Describe the bug** This issue is related to issue #2686. I expect that if I pre-train an IntentSlotClassificationModel and export the checkpoint to a .nemo file that I can restore that checkpoint elsewhere. Further, I expect that, once exported, I can delete the data directory used for training and later be able ...
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update masking and warning for old models
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2021-09-02T17:26:37
2021-09-02T19:48:24
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Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com>
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Fix classification_models.py transcribe bug for MFCC (#2762)
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Signed-off-by: smajumdar <titu1994@gmail.com> (cherry picked from commit 4430fb1a2d41ca73edde9671d1ab0d9bda54123e)
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Error: module 'nemo.collections.nlp.data' has no attribute 'BERTPretrainingDataDesc'
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2021-09-02T16:25:13
2021-09-07T16:39:45
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I have raw text that I want to preprocess for Pretraining BERT. I followed all the steps mentioned in https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/zh/latest/nlp/bert_pretraining.html . I got stuck while creating the tokenizer where I get an error saying that there is no attribute named BERTPretrainingDataD...
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Memory allocation when transcribing
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2021-09-09T23:49:18
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Hi I'm building a communication API for transcription with NeMo and I ran into a critical infinite memory allocation problem. When using a lib that monitors memory allocation, I noticed that the "transcribe" method used on top of a restored model is allocating memory every time when transcribing a new file. My API...
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segmentation tutorial minor update
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Fix classification_models.py transcribe bug for MFCC
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# Bugfix - Fix an issue when MFCC model is used and transcribe is attempted due to attempted patch to `dither` and `pad_to` Signed-off-by: smajumdar <titu1994@gmail.com>
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speech_to_text generates an error related to the json file?
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When I run the following scirpt: https://github.com/NVIDIA/NeMo/blob/main/examples/asr/speech_to_text.py I get the following error: ``` [NeMo W 2021-09-01 16:08:13 experimental:27] Module <class 'nemo.collections.asr.data.audio_to_text_dali.AudioToCharDALIDataset'> is experimental, not ready for production and is no...
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Documentation for usage of tarred dataset created by`create_tarred_parallel_dataset.py` is wrong
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2021-09-01T14:14:02
2022-04-05T23:36:33
2022-04-05T23:36:33
CONTRIBUTOR
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**Describe the bug** According to documentation on page https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/v1.3.0/nlp/machine_translation.html#tarred-datasets-for-large-corpora the second way to use tarred dataset is **Quote** 2. Using a separate script without Hydra. Tarred datasets for parallel co...
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Speech to text in nemo?
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2021-09-01T12:55:54
2021-09-01T17:53:50
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I want to know if nemo library includes script for speech to text. Please Can you refer exactly to such a feature..
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Parameter `--coverage` in script `create_tarred_parallel_dataset.py` is unused
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2021-09-01T11:51:43
2021-10-06T21:04:02
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**Describe the bug** Parameter `--coverage` in script `examples/nlp/machine_translation/create_tarred_parallel_dataset.py` is unused.
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Training performance in GPU Tesla vs GPU RTX
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2021-08-31T21:44:13
2021-09-01T17:34:58
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Hi, I've been working on a dataset for a long time and slowly I see that my simple GPU isn't playing such a good role. When searching I see several people using RTX and Tesla. Does anyone know what is the advantage of a Tesla GPU over an RTX GPU? Going into the question of price, I see that an RTX it's much more af...
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Remove Chinese NLP requirements from lightning requirements file
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2021-08-31T16:48:40
2021-09-20T13:48:11
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opencc, pangu and jieba core dependencies
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2021-08-31T16:00:52
2021-08-31T18:39:38
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Why `opencc`, `pangu` and `jieba` are required for nemo core? https://github.com/NVIDIA/NeMo/blob/1d262c725df150ba837146e7899d8167adf524f6/requirements/requirements_lightning.txt#L5-L7
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⁇ in predicted text
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2021-08-31T13:55:44
2021-09-01T17:27:48
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The conformer network sometimes predicts "⁇" symbols. After greedy decoding, all the outputs have zero index, which corresponds to <"unk"> token. And finally, after applying sentencepiece tokenization I am getting ⁇ symbols. Btw, all my transcripts successfully tokenized without producing any <"unk"> symbols. ...
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AN4 Dataset not resolving can't download data for nemo asr tutorial
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2021-08-31T13:54:59
2021-09-09T23:49:54
2021-09-09T23:49:54
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**Describe the bug** AN4 Dataset not resolving can't download data for nemo asr tutorial **Steps/Code to reproduce bug** ```python import glob import os import subprocess import tarfile import wget # Download the dataset. This will take a few moments... print("******") if not os.path.exists(data_dir ...
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fix the text classification labels_file artifact.
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make restore_from errors more useful
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2021-08-30T17:20:15
2021-08-30T18:53:06
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Signed-off-by: Ryan Leary <rleary@nvidia.com>
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Merge final bugfix r1.3.0
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fix num_workers TN
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Signed-off-by: ekmb <ebakhturina@nvidia.com>
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Get feature map after encoder block in EncDecCTCModel
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2021-08-30T08:54:48
2021-09-01T17:26:54
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I have trained a **EncDecCTCModel** using quartznet as the base architecture. While doing inference, I would like to get feature maps after the encoder and the decoder block separately. Using the transcribe function, I am able to get the audio transcripts but I am not able to check the feature maps in the intermediate ...
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Best practice for NeMo model setup for very long training samples?
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2021-08-29T00:45:12
2021-08-30T02:35:43
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I am working on a project where the labelled training samples are up to 46 seconds long and target is 895 graphemes long. NeMo ASR developer/architectures, what would you recommend in terms of model setup so that I can process training samples of this size?
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Error converting nemo file to riva
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2021-08-28T08:57:12
2021-10-26T23:52:08
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**Describe the bug** When I attempt to convert a nemo file (fine tuned from the conformer model), I get the following error ``` nemo2riva --out moneypenny-confirmer-v1.riva /data/models/moneypenny-confirmer-v1.nemo [NeMo W 2021-08-28 08:49:32 optimizers:47] Apex was not found. Using the lamb optimizer will erro...
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Does we have any docs of how to create new grammar/rules for inverse text normalization for a new language?
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2021-08-28T08:32:37
2021-10-25T14:20:06
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**Is your feature request related to a problem? Please describe.** I want to create ITN grammar for the Ukrainian language. As we already have one for Russian I think it would be easy to create a new one for Ukrainian (as it has almost the same rules a Russian). **Describe the solution you'd like** I'm looking...
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correcting some typos
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2021-08-28T01:19:53
2021-08-28T01:28:18
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CONTRIBUTOR
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Signed-off-by: Yang Zhang <yangzhang@nvidia.com>
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[DOCS] Updating adobe and copyright for docs
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2021-08-27T16:59:46
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Initial support for retrieval models
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This pull request provides intial support for incorporating retrieval models by - creating a new `RetrievalTranslationDataset` - adding support for training with nearest neighbors by providing a file with indices to them and relevant src and tgt files from where those sentences are to be retrieved - adding a new...
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Issue in saving the checkpoint after epoch
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**Issue in saving the checkpoint after epoch** After the epoch runs successfully it tries to save the model checkpoint file in storage and throws exception **MisconfigurationException: ModelCheckpoint(monitor='val_loss') not found in the returned metrics: ['lr', 'train_loss']** **Steps/Code to reproduce bug** ...
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1. Updated perceiver architecture.
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2021-08-27T01:09:23
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This PR updates the architecture of Perceiver-encoder. The upgraded architecture: 1. Matches performance of non-bottleneck NMT models. 2. More stable to train. 3. All available model names are defined in a single place.
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Nmt perceiver arch update
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2021-08-26T21:39:02
2021-08-27T01:09:47
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This PR updates the architecture of Perceiver-encoder. The upgraded architecture: 1. Matches performance of non-bottleneck NMT models. 2. More stable to train.
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[NLP] Megatron GPT pretraining
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2021-08-26T16:46:59
2021-09-16T21:31:28
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## This PR is highly under construction with many things subject to change. This PR depends on libraries that have not been released yet. ## Overview In this PR we are adding Megatron GPT pretraining to NeMo. This includes adding the model architecture to NeMo (instead of importing from megatron-lm). Currently, we...
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View NVidia/Riva advertised pipeline in nemo
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2021-08-27T07:15:57
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The configuration of nvidia/Riva advertised benchmarks, **pipeline tab** is unclear, https://developer.nvidia.com/deep-learning-performance-training-inference Goal: replicate the models in Nemo and see the config. I.e, have a clear config file per Nemo model. Examples: - which model is used for TTS? - what...
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ConformerEncoder object has no attribute output_dim
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Hi 👋 As I was trying to train a Conformer model from scratch, I got these exceptions: > Traceback (most recent call last): > File "/home/ubuntu/.local/lib/python3.8/site-packages/hydra/_internal/instantiate/_instantiate2.py", line 62, in _call_target > return target(*args, **kwargs) > File "/home/ubuntu/...
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Enhanced speaker counting for short audio recordings
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2021-08-25T22:57:10
2021-08-30T23:56:46
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This pull request is for adding the function getEnhancedSpeakerCount() that performs an enhanced speaker counting for speaker diarization module. It improves speaker counting accuracy from 50% to 80% especially for short (less than 1 min) recordings.
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add punct to tn inference and test
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2021-08-25T22:28:54
2021-10-12T03:28:48
2021-09-16T03:38:16
CONTRIBUTOR
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Signed-off-by: Yang Zhang <yangzhang@nvidia.com>
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Disabling max_delta_len to be ignored if negative by default
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2021-08-25T20:51:27
2021-08-26T19:40:27
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Updated max_delta_len to be ignored if negative.
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Update TTS Notebooks
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2021-08-25T15:04:42
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Fine-tune stt_zh_quartznet15x5 model with custom dataset
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**Describe the bug** 1. Output reference is not correct on chinese, could it affect the model? ![image](https://user-images.githubusercontent.com/25794106/130772485-45c4e6c0-470c-431f-8230-1ef2a296dc23.png) I follow the link below: https://colab.research.google.com/github/NVIDIA/NeMo/blob/stable/tutorials/...
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2,724
Refactor speaker scripts
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2021-08-25T09:04:19
2021-10-26T20:12:01
2021-08-26T20:18:49
COLLABORATOR
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978,890,927
MDU6SXNzdWU5Nzg4OTA5Mjc=
2,723
Deploy speaker diarize model?
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2021-08-25T08:54:34
2021-11-30T23:06:20
2021-11-30T23:06:20
NONE
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Hello, I trained VAD model and Speaker Net model to get timestamp of who is speaker in audio. After speaker diarize, i want to pass the signal of speech to ASR model to get both who is speaker and text of speech. Some thing like that: ![1](https://user-images.githubusercontent.com/49829097/130759168-29b6ea7b-a9f6...
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978,833,786
MDU6SXNzdWU5Nzg4MzM3ODY=
2,722
Pass manifest to ClusteringDiarizer
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2021-08-25T07:51:55
2021-09-01T17:26:14
2021-09-01T17:26:14
CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** Clustering diarizer class accepts paths to audiofiles instead of a manifest as all other models, however it still converts it to a NeMo-like manifest inside path2audio_files_to_manifest function. **Describe the solution you'd like** An option ...
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978,519,021
MDExOlB1bGxSZXF1ZXN0NzE5MDkzNDM1
2,721
rename RIVA
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2021-08-24T22:00:43
2021-08-24T22:05:23
2021-08-24T22:05:19
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Signed-off-by: fayejf <fayejf07@gmail.com>
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978,385,036
MDExOlB1bGxSZXF1ZXN0NzE4OTgxMTU3
2,720
broken link fix
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2021-08-24T18:47:40
2021-08-24T19:13:58
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COLLABORATOR
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Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com>
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978,328,757
MDU6SXNzdWU5NzgzMjg3NTc=
2,719
Speaker Verification
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2021-08-24T17:31:37
2021-10-26T23:51:22
2021-10-26T23:51:22
NONE
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Hi, I'm working with NeMo to find out if a particular voice belongs to a specific person, to use as authentication. I saw several issues about and tested some scripts but I don't know if I'm on the right path. From what I've read, the best script to follow would be this https://github.com/NVIDIA/NeMo/blob/main/exam...
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978,232,935
MDU6SXNzdWU5NzgyMzI5MzU=
2,718
Out of memory error
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2021-08-24T15:37:30
2024-11-26T02:51:34
2021-09-01T17:25:01
NONE
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I am training Conformer-medium on Multilingual Librispeech Dataset (~45000 hours). During the training epoch, RAM is constantly increasing until no free space is left. Is there anything i can do to handle this? Params: RAM = 256G Batch_size = 32 Num_workers = 8 Also when I experimented with 21000 hours, at t...
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977,898,093
MDExOlB1bGxSZXF1ZXN0NzE4NTc0MTU1
2,717
Adding conformer-transducer models.
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2021-08-24T09:28:30
2022-01-12T01:37:34
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Update model parallel jenkins tests
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2021-08-24T05:46:14
2021-11-05T19:31:58
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Tests need to use tiny toy models.
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Merge 1.3 bugfixes into main
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2021-08-24T05:14:23
2021-08-24T22:22:04
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Fix the feat_out param.
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Fix the feat_out param of Conformer.
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Train and Embedding from Speaker Recognition and Verification
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Hello guys, I have two question. First, I had a "small" dataset, around 20 hours for some tests. I successfully trained this dataset but I had some doubts about this train, if I train correctly or not. So, do you give an advice about the train in general? Like how much hours I need to train, an order to do the train,...
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RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu!
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When I execute the training on hi-mia I get the following exception (noting that I removed some speakers from the dataset): ``` ~/repos/algo/app/aliSrc/aliEnv/lib/python3.8/site-packages/pytorch_lightning/trainer/trainer.py in fit(self, model, train_dataloader, val_dataloaders, datamodule) 456 ) 4...
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Add Small Test
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2021-08-23T14:51:46
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Update Notebook img src
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Minimim requirments to run a training on hi-mia dataset?
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It is not a bug but a request in case some one know what the are the hardware (minimum) requirements to run a speaker verification on hi-mia dataset. I mean how much memory, gpu etc? Indeed, did you have any time expectation to finish the training on hi-mia? one day, two days, etc
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module 'nemo.collections' has no attribute 'nlp'
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**Describe the bug** When I import nemo.collections.nlp module in my code, I got "AttributeError: module 'nemo.collections' has no attribute 'nlp'". /Users/chendan/.virtualenvs/nemo/bin/python3.6 /Users/chendan/PycharmProjects/nemo_learn/tts_test.py [NeMo W 2021-08-22 21:52:34 optimizers:47] Apex was not found. ...
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Packages not installed after setup.py install, error importing mpu from megatron
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**Describe the bug** After installing using setup.py inside NVIDIA Pytorch container the following were not installed and had to be manually installed: pip install braceexpand pip install webdataset pip install transformers pip install pytorch_lightning pip install rapidfuzz pip install megatron **Steps/...
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Add mAES beam search for Transducer models
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# Changelog - Add mAES Transducer algorithm for further improved WER at the cost of speed of execution. - Update configs with new decoding scheme - Begin adding hooks for external LM rescoring # References - [Accelerating RNN Transducer Inference via Adaptive Expansion Search](https://ieeexplore.ieee.org/docume...
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TN Duplex model update
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The PR adds class evaluation during training and eval on multiple datasets.
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Remove asr with transducers notebook time macro
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2021-08-20T16:30:26
2021-08-20T16:32:23
2021-08-20T16:32:20
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# Changelog - Remove time macro from notebook
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vad_infer.py. Change the type of an argument "num_workers" from float to int.
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2021-08-20T09:24:56
2021-08-20T20:53:20
2021-08-20T17:39:18
CONTRIBUTOR
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num_workers' type must be int, not float. It induces TypeError even when using additional input as `--num_workers=20` ``` >>> python vad_infer.py --dataset=manifest.json --num_workers=20 Traceback (most recent call last): File "vad_infer.py", line 171, in <module> main() File "vad_infer.py", line 10...
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975,148,025
MDExOlB1bGxSZXF1ZXN0NzE2MzQ2Mjkx
2,701
Rnnt greedy_batch decoding fix
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2021-08-20T00:21:45
2021-08-20T05:21:20
2021-08-20T05:21:17
COLLABORATOR
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# Bugfix - Fixes a bug with an extreme edge case thereby bringing 1:1 parity with sample wise greedy decoding. # Case - Timestep T = 0, Label ID U = 0 - Batch size > 1 and greedy_batch decoding is used - Some samples of the first batch emit a label but other samples do not. Therefore for some samples T=0, U=1 an...
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975,043,519
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Add tts notebook
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2021-08-19T20:59:25
2021-08-20T21:35:06
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Updates notebook numbering Add new notebook to showcase how duration and pitch control work in fastpitch
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Allow non divisible split_size
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2021-08-19T19:01:45
2021-08-19T20:23:05
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Amendment to #2671
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Fix issues with ASR notebooks
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2021-08-19T16:34:42
2021-08-19T17:30:58
2021-08-19T17:30:53
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# Bugfix - Text fixes for ASR and Core notebooks Signed-off-by: smajumdar <titu1994@gmail.com>
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Minor FastPitch Fixes
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2021-08-19T14:22:12
2021-08-20T17:59:53
2021-08-20T17:59:51
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Fixes a bug in FastPitchDataset Fixes a bug when training FastPitch without aligner Updates TTS CI to be catch more bugs
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ASR model to TensorRT
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2021-08-19T06:43:39
2021-08-25T07:48:04
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NONE
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Recently, I want to convert my NeMo ASR model to TensorRT. My model was trained with NeMo v0.10.2 and when I tried to quantify it to int8, it came up with an error: > [TensorRT] WARNING: Int8 calibration in TensorRT won't be used on networks containing boolean operators or loops. Please use quantization-aware traini...
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fixing branch # in Non_English_Downstream_Tasks (NER) tutorial
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2021-08-18T20:25:48
2021-08-18T20:32:14
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CONTRIBUTOR
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Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com>
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974,026,604
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2,694
Pretrained KenLM for Citrinet/Conformer?
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2021-08-18T20:21:53
2021-08-21T16:36:41
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NONE
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I see in the catalog for Conformer that there were experiments performed using an N-Gram LM for Librispeech evaluation (https://ngc.nvidia.com/catalog/models/nvidia:nemo:stt_en_conformer_ctc_large). Can these pretrained LM's be made available?
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2,693
Fixing a typo in Non_English_Downstream_Tasks (NER) tutorial
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2021-08-18T20:03:12
2021-08-18T20:22:17
2021-08-18T20:22:17
CONTRIBUTOR
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Import guard
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2021-08-18T18:09:32
2021-08-18T18:55:05
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2,691
Delay resetting IntentSlotClassificationModel restore state until after the bert model is initialized
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2021-08-18T15:06:56
2021-08-25T03:11:51
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CONTRIBUTOR
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Fixes #2686 When a trained IntentSlotClassificationModel is exported via `save_to` the resulting archive includes BERT configuration artifacts. During `IntentSlotClassificationModel.restore_from` using the saved archived the BERT model should be initialized using these configuration artifacts. However, because the ...
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2,690
LM training, support for SentencePiece and HF tokenizers
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2021-08-18T12:39:36
2021-08-24T12:17:50
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1. Added support for SentencePiece and HF tokenizers when training LMs to fix the bug (https://github.com/NVIDIA/NeMo/issues/2544#issuecomment-899922327) 2. Removed obsolete text post-processing in AutoTokenizer
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TN fix for corner cases
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2021-08-18T06:27:43
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requirements_nlp.txt is not enough
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2021-08-18T04:53:28
2021-08-23T15:49:32
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CONTRIBUTOR
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**Describe the bug** Installing `requirements_nlp.txt` is not enough to import `nemo.collections.nlp`. **Steps/Code to reproduce bug** 1. Create new `conda` `Python 3.8` environment 2. Install PyTorch 1.8.2 3. Run `python -m pip install git+https://github.com/NVIDIA/NeMo.git@main#egg=nemo_toolkit[nlp]` 4. R...
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Fixing a typo in Non_English_Downstream_Tasks (NER) tutorial
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2021-08-17T23:13:50
2021-11-13T01:10:39
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IntentSlotClassificationModel.restore_from fails with TypeError
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2021-08-17T21:17:09
2022-02-21T19:09:51
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CONTRIBUTOR
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**Overview** I am unable to restore an IntentAndSlotClassificationModel from a `.nemo` file using the static `IntentAndSlotClassificationModel.restore_from(model_path)`. **Steps to reproduce** These steps rely heavily upon the existing [Joint_Intent_and_Slot_Classification](https://github.com/NVIDIA/NeMo/blob/main...
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2,685
Upgrade PTL req to 1.4.
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2021-08-17T22:04:18
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2,684
TTS FastPitch Finetuning
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2021-08-17T21:10:28
2021-08-26T15:20:25
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973,002,560
MDExOlB1bGxSZXF1ZXN0NzE0NTEyNzQ3
2,683
Feat/punctuation capitalization/long queries signoff
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2021-08-17T19:33:47
2022-08-30T02:09:57
2021-09-21T13:31:25
CONTRIBUTOR
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Script `punctuate_capitalize.py` for inference on long queries.
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972,996,024
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2,682
Correct voice app demo
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2021-08-17T19:24:11
2021-08-17T20:23:39
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# Bugfix - Fix a gradient issue with Voice App demo Signed-off-by: smajumdar <titu1994@gmail.com>
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Add CarneliNet training configs
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2021-08-17T15:15:46
2021-08-23T18:01:30
2021-08-19T15:37:41
CONTRIBUTOR
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The config is the final part of the addition of [CarneliNet](https://arxiv.org/abs/2107.10708) model to NeMo repository. The base model is chosen to be 386, providing a good balance between size and quality. The description on what has to be changed to obtain models of different sizes should be enough to reproduce ...
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972,613,225
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2,680
Cut long dataset
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2021-08-17T12:02:16
2021-08-17T17:19:54
2021-08-17T17:19:54
NONE
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Hi, Assuming I have a large volume of data, around 10,000 hours, doing this on a relatively weak gpu would take a long time, more than months... If I want, can I split my base into several parts and do a workout for each of them, always restoring the model from the last workout I did? Or is it better if I do the full...
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I have a problem in the nemo_nlp module. What caused this?
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2021-08-17T06:56:54
2021-10-08T10:12:30
2021-08-18T06:23:05
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Installation: !sudo apt-get update !sudo apt-get install -y libsndfile1 ffmpeg !pip install Cython !pip install nemo_toolkit['all'] Successfully installed However, using from nemo.collections import nlp as nemo_nlp will cause problems ttributeError Traceback (most recent cal...
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