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TS-Exported SpeakerNet model has vastly different outputs than non-exported model.
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**Describe the bug** I have exported the pre-trained SpeakerNet model into TorchScript. With the same data input, I am calling this exported model and its original non-exported model but the results are vastly different. **Steps/Code to reproduce bug** ``` processed_signal = ... # torch.Size([1, 64, 4...
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Adithyare/adapter new placement
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# What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ```python # Add a cod...
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Flashlight Decoder for Nemo
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# What does this PR do ? Adds Flashlight decoding to Nemo **Collection**: ASR # Changelog - Added flashlight_decoder.py to collections/asr/modules - Changed collections/asr/metrics/wer.py and wer_bpe.py to support new setter methods for ctc_decoding object - Changed collections/asr/parts/submodules/ctc_bea...
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Seeking to overcome this issue UserWarning: Failed to initialize NumPy: module compiled against API version 0xf but this version of numpy is 0xe based on https://iq.opengenus.org/module-compiled-against-api-version-0x10-but-this-version-of-numpy-is-0xe/ Note: this warning actually causes a crash later one when tryi...
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Update radtts' infer path
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# What does this PR do ? Update radtts' infer path. **Collection**: TTS # Changelog - Update radtts' infer path
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fix token id bug
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fixed the tokenizer bug, add `bos_id` to the tabular tokenizer
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Finetune the pretrained nemo model
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python speech_to_text_ctc_bpe.py --config-path=“/path/to/confiig/file” --config-name=“conformer_ctc_bpe_v13” trainer.max_epochs=50 +init_from_nemo_model=“path/to/stt_hi_conformer_ctc_medium.nemo” Getting error as shown below: from checkpoint, the shape in current model is torch.Size([512]). size mismatch for encod...
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Update numpy requirements from 1.21 to 1.22
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Seeking to overcome this issue UserWarning: Failed to initialize NumPy: module compiled against API version 0xf but this version of numpy is 0xe based on https://iq.opengenus.org/module-compiled-against-api-version-0x10-but-this-version-of-numpy-is-0xe/ Note: this warning actually causes a crash later one when tryi...
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[TTS][ZH] bugfix import jieba errors.
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There was a bug which hits errors below. This PR fixed the error by importing `jieba` correctly. ``` 21 Error executing job with overrides: ['++dataloader_params.num_workers=48', 'manifest_filepath=/manifest/train_manifest.json', 'sup_data_path=/sup_data'] 22 Traceback (most recent call last): 23 File "/usr/...
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# What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - updating biased gelu - minor updates to mimic nemo nmt # Before your PR is "Ready for review" **Pre checks**: - [x] Make sure you read and foll...
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Signed-off-by: smajumdar <titu1994@gmail.com> # What does this PR do ? Update torchaudio dependency in tutorials to avoid issue with torch.stft signature. **Collection**: [ASR] # Changelog - Update tutorial dependency for torchaudio # Before your PR is "Ready for review" **Pre checks**: - [x] Make su...
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Signed-off-by: smajumdar <titu1994@gmail.com> # What does this PR do ? Update torchaudio dependency in tutorials to avoid issue with torch.stft signature. **Collection**: [ASR] # Changelog - Update tutorial dependency for torchaudio # Before your PR is "Ready for review" **Pre checks**: - [x] Make su...
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# What does this PR do ? Allows setting lr decay steps through config that could be different from the trainer.max_steps **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage exa...
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DALI fails in mulit-node setup
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**Describe the bug** In a multi-node setup, DALI pipelines' fail because data is only visible on one node. **Steps/Code to reproduce bug** 1. Download the data on the main node (rank 0), place it in `/scratch/audio-data` 2. Launch training 3. DALI raises error on other nodes : `[/opt/dali/dali/operators/rea...
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Port Riva's mel cepstral distortion w/ dynamic time warping notebook
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# What does this PR do ? Ports the Riva Mel Cepstral Distortion - Dynamic Time Warping notebook (nvidia-riva/tutorials#96) to NeMo. HTML version here for ease of viewing: https://drive.google.com/file/d/1E7bk95HQXZE_LyCfryr1r9LEKPzm8J9D/view?usp=sharing **Collection**: TTS # Changelog - Minor changes to ...
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fixed the tokenizer bug, add `bos_id` to the tabular tokenizer
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[TTS][ZH] bugfix import jieba errors.
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There was a bug which hits errors below. This PR fixed the error by importing `jieba` correctly. ``` 21 Error executing job with overrides: ['++dataloader_params.num_workers=48', 'manifest_filepath=/manifest/train_manifest.json', 'sup_data_path=/sup_data'] 22 Traceback (most recent call last): 23 File "/usr/...
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# What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ```python # Add a cod...
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Signed-off-by: Vladimir Bataev <vbataev@nvidia.com> # What does this PR do ? Separate Audio-to-Text Char and BPE dataset construction: - this allows to use datasets for further mixing (e.g. in hybrid ASR-TTS models #5659) - removes duplicated code from CTC, RNNT (Char and BPE) models **Collection**: [ASR] ...
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Signed-off-by: Yang Zhang <yangzhang@nvidia.com> # What does this PR do ? adding back create_tarred_dataset.py for duplex TN **Collection**: nemol_nlp # Changelog - adding back create_tarred_dataset.py for duplex TN
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Signed-off-by: andrusenkoau <andrusenkoau@gmail.com> # What does this PR do ? Adds ASR example for training Esperanto Conformer-CTC-large model. **Collection**: ASR # Changelog - Adds Esperanto example to docs/source/asr/examples/ # Before your PR is "Ready for review" **Pre checks**: - [x] Make sure...
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Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Mask/length vector was ignored in bottleneck layer before. **Collection**: [Note which collection this PR will affect] TTS # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage exam...
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# What does this PR do ? Fix groundtruth label mapping in `batch_inference` in `label_models.py` and add test. **Collection**: ASR # Changelog - The groundtruth label `batch_inference` was mapped wrongly. Fixed it - Add test for `batch_inference` # Usage * You can potentially add a usage example belo...
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Megatron export triton update
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# What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - updating biased gelu - minor updates to mimic nemo nmt # Before your PR is "Ready for review" **Pre checks**: - [x] Make sure you read and foll...
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Missing "create_tarred_dataset.py" script for Duplex Text Normalization
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The script for creation **TarredDataset** described in the [Duplex Text Normalization Doc](https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/stable/nlp/text_normalization/nn_text_normalization.html) is missing. According to the documentation it should be located: `examples/nlp/duplex_text_normalization/c...
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[ASR][Test] Enable test for cache audio with a single worker
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Signed-off-by: Ante Jukić <ajukic@nvidia.com> # What does this PR do ? Enable a test which was disabled in #5615. **Collection**: ASR tests # Changelog - Enabled the test using a single worker # Before your PR is "Ready for review" **Pre checks**: - [x] Make sure you read and followed [Contributor g...
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Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> # What does this PR do ? Second version of #5748, applied to r1.15.0 this time. Tacotron2's `list_available_models()` was still pointing to a previous version, so it would load that instead of the newest one. **PR Type**: - [ ] New Feature - [x] Bugfix -...
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[Fix] ConformerEncoder forward when length is None
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Signed-off-by: Ante Jukić <ajukic@nvidia.com> # What does this PR do ? This PR fixes a bug in `forward` of `ConformerEncoder` when `length is None` **Collection**: ASR # Changelog - Fixed initialization of `length` with `new_full` # Usage Currently, the following ``` import torch from nemo.colle...
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TypeError: _run_hydra() missing 1 required positional argument: 'args'
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While training tacotron2, I end up with the following error. ``` Traceback (most recent call last): File "tacotron2.py", line 44, in <module> main() # noqa pylint: disable=no-value-for-parameter File "/usr/local/lib/python3.8/dist-packages/nemo/core/config/hydra_runner.py", line 98, in wrapper ...
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Fix EMA topk checkpoint deletion
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# What does this PR do ? Fixes case where we need to also delete the EMA checkpoints from previous runs. **Collection**: Common # Before your PR is "Ready for review" **Pre checks**: - [x] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) - [ ...
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Add EMA Docs, fix common collection documentation
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# What does this PR do ? Adds simple documentation for EMA. Also fixes the docs on main due to an incorrect import in the EMA class. **Collection**: Common # Changelog - Add EMA documentation # Before your PR is "Ready for review" **Pre checks**: - [x] Make sure you read and followed [Contributor guidel...
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add esperanto example
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Signed-off-by: andrusenkoau <andrusenkoau@gmail.com> # What does this PR do ? Adds ASR example for training Esperanto Conformer-CTC-large model. **Collection**: ASR # Changelog - Adds Esperanto example to docs/source/asr/examples/ # Before your PR is "Ready for review" **Pre checks**: - [x] Make sure...
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GPU memory leak in nemo asr_model.transcribe()
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**Describe the bug** GPU memory usage increases over the time ![Screenshot from 2023-01-08 23-10-52](https://user-images.githubusercontent.com/104126711/211239138-45bc947c-1910-459f-bd87-ced91070c1cd.png) **Steps/Code to reproduce bug** You can reproduce this bug using this notebook [Colab Notebook](https...
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Errors when running first cell in 00_NeMo_Primer in Google Colab
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**Describe the bug** When running the first cell in tutorials/00_NeMo_Primer.ipynb on Google Colab, I get the following errors: ``` ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. tenso...
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[TTS][DE] refine grapheme-based tokenizer and fastpitch training recipe on thorsten's neutral datasets.
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# What does this PR do ? ``` 1. refine `GermanCharsTokenizer` to support only graphemes as inputs by removing sentence-level phoneme representation; 2. refine `GermanCharsTokenizer` to preserve mixed cases from the original input graphemes; 3. add a new Thorsten's 22.10 dataset; 4. revise the thorsten's voice neut...
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Set the stream position to 0 for pydub
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# What does this PR do ? This PR sets the stream position to 0 to use pydub as fallback if SoundFile fails to read an audio file. When using tarred datasets, `audio_file` is a file-like object, not a path-like object. In this situation, to use pydub as fallback, we need to set the stream position of `audio_file`...
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Pretraining argument for tokenizer
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" ${model.language_model.pretrained_model_name} # tokenizer that inherits from TokenizerSpec" AttributeError: 'BERTLMModel' object has no attribute 'tokenizer'
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Expose conditional log prob method for enc-dec models.
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Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> # What does this PR do ? Exposes a method `log_prob()` to get the conditional log prob `p(y|x)` for enc-dec models. **Collection**: NLP # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can po...
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# What does this PR do ? adds explicit random seed init for all prompt learning and adapter learning based methods. Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in th...
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Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> # What does this PR do ? Tacotron2's `list_available_models()` was still pointing to a previous version, so it would load that instead of the newest one. **Collection**: TTS **PR Type**: - [ ] New Feature - [x] Bugfix - [ ] Documentation # Additional ...
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All files present in manifest contains silence, aborting next steps
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**Describe the bug** All files present in manifest contains silence, aborting next steps. When I run the diarization with an audio file which contains no speech, it terminates the program and throws an error **Steps/Code to reproduce bug** Run diarization on any audio wav file which contains no speech/audio ...
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Signed-off-by: Ryan <rlangman@nvidia.com> # What does this PR do ? Update FastPitch Spanish config from 1.14.0 to 1.15.0, which contains IPA support and improvements from speaker level pitch normalization. https://catalog.ngc.nvidia.com/orgs/nvidia/teams/nemo/models/tts_es_multispeaker_fastpitchhifigan/version...
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Signed-off-by: ekmb <ebakhturina@nvidia.com> # What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add...
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Fixed a minor typo in primer tutorial. Signed-off-by: schaltung <amoreno@gmail.com> # What does this PR do ? Fixed a minor typo: "White" <-- "While". **Collection**: None # Changelog - Single-word typo fix in the text markup of the jupyter notebook. # Usage * You can potentially add a usage example...
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Signed-off-by: Patrick Simianer <patrick@lilt.com> # What does this PR do ? SentencePiece models can be generated in a number of different ways in terms of handling whitespace. An important parameter is `normalization_rule_name`: Setting this to "identity" will cause newline characters `\n` to remain in the strin...
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Mismatch in the dimensions length of log probabilities of Nemo ASR transcribe function and Vocab size
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Hi All, I am working on pyctcdecode integration with Nemo ASR models. However, there is a mismatch in the dimensions of the log probabilities matrix output by Nemo ASR transcribe function and the length of vocabulary size. Because of this I am unable to proceed further. Any suggestions, will be very helpful. asr_mo...
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Signed-off-by: Patrick Simianer <patrick@lilt.com> # What does this PR do ? As the title says this is a small fix: The output dir was already added to `encoder_tokenizer_model` on line 789 in the same file. **Collection**: NLP # Changelog - Bugfix for creating shared sentencepiece tokenizer. # Usage ...
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# What does this PR do ? Allows DLLogger to work with types of non-builtin containers. # Before your PR is "Ready for review" **Pre checks**: - [x] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) - [ ] Did you write any new necessary tests? - ...
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# What does this PR do ? Adds ASR example for training Esperanto Conformer-CTC-large model. **Collection**: ASR # Changelog - Adds Esperanto example to docs/source/asr/examples/ # Before your PR is "Ready for review" **Pre checks**: - [x] Make sure you read and followed [Contributor guidelines](https://...
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# What does this PR do ? Opening to show provenance, closing immediately. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ```python # Add a code snippet d...
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Add tabular data generation documents to the index file
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# What does this PR do ? Sometimes in CausalConv1D.update_cache input_x_keep ends up having no frames (ie size of [M, N, 0]). Make sure that the we have at least one frame. **Collection**: asr # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add...
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Signed-off-by: Patrick Simianer <patrick@lilt.com> # What does this PR do ? In https://github.com/NVIDIA/NeMo/pull/5052 I forgot to add the `keep_initializers_as_inputs` arg to the `_export` method. **Collection**: core # Changelog - Simple fix. # Usage * See https://github.com/NVIDIA/NeMo/pull/5052 ...
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Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> # What does this PR do ? Updates the remaining call to `torch.stft()` to use `return_complex=True` due to the deprecation of the `return_complex=False` option. I've done a quick grep through the NeMo repo, this should be the only other place where `torch.stft(...
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Update torch.stft() calls due to deprecation of return_complex=False
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Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> # What does this PR do ? Fixes errors due to deprecation of `return_complex=False` in `torch.stft()` in version 1.14. Most of our calls implicitly use `return_complex=False` (was the default), which returns a tensor of shape [B, N, T, 2] where the last dimensi...
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# What does this PR do ? A tool to thoroughly evaluate an ASR model. **Collection**: ASR # Changelog - Simple step to evaluate a model in all three modes currently supported by NeMo: offline, chunked, and offline_by_chunked. - On-the-fly data augmentation (silence, noise, etc.,) for ASR robustness evaluatio...
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[ASR] Use a subset of manifest when using `scatter` shard strategy
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# What does this PR do ? When using `shard_strategy='scatter'` this PR loads only a subset of lines from the manifest file. This may reduce the time to process a manifest file by an order of magnitude. Opening as a draft to get feedback if there are any underlying assumptions which may be broken by this change. ...
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Hard coded padding index for embeddings of transformer models
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**Describe the bug** In `nemo/collections/nlp/modules/common/transformer/transformer_modules.py` a hard coded `padding_idx` is set (value 0): https://github.com/NVIDIA/NeMo/blob/main/nemo/collections/nlp/modules/common/transformer/transformer_modules.py#L112 According to the [documentation](https://pytorch.org/d...
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Don't print exp_manager warning when max_steps == -1
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# What does this PR do ? Doesn't print a warning when max_steps == -1 and val monitoring. For example, when we just provide max_epochs we don't want to see that warning. ``` [NeMo W 2023-01-03 15:47:31 exp_manager:988] The checkpoint callback was told to monitor a validation value and trainer's max_steps was set...
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Ensure EMA checkpoints are also deleted when normal checkpoints are
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# What does this PR do ? Closes #5631 **Collection**: Common # Changelog - Delete EMA checkpoints when normal checkpoints are deleted. # Before your PR is "Ready for review" **Pre checks**: - [x] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBU...
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Error converting p-tuned model for inferencing
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**Describe the bug** I am trying to p-tune a megatron_gpt_345m model using the steps and the notebook mentioned in the NeMo repo [here](https://github.com/NVIDIA/NeMo/blob/main/tutorials/nlp/Multitask_Prompt_and_PTuning.ipynb). I am able to p-tune the model for my tasks, however when I try to convert it to [Faste...
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Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> # What does this PR do ? Fix torchmetrics version, as latest version has issues with pytorch Dataloader loading time. **Collection**: ASR # Changelog - pin torchmetrics version to 0.10.3 - revert accuracy API to 0.10.3 from 0.11.0 - revert Spea...
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Add extra data args to support proper finetuning of HF converted T5 checkpoints
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Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> # What does this PR do ? Adds args that can configure whether to add bos/eos to the encoder and to replace bos with the pad token for HF converted T5 checkpoints. **Collection**: NLP # Changelog - Add specific line by line info of high lev...
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Hi. I have trained univnet model and I faced 2 issues. 1. model has memory leak 2. high response time I attempt to convert model to onnx but I got this error: `torch.onnx.errors.SymbolicValueError: Unsupported: ONNX export of operator Unfold, input size not accessible. Please feel free to request support or sub...
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# What does this PR do ? As with #5715 creating to show provenance + close **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ```python # Add a code snippet ...
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# What does this PR do ? I've just seen that the text processing module has moved; this is messy, includes pieces that ought to be in other places, and just generally needs a cleanup. The main point of making the pull request is to show that I didn't just pluck this stuff from thin air. **Collection**: [Note whic...
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Hi, Nemo Developer: Happy new year first. **Describe the bug** I am trying to have a trial on voice clone. So I am trying to finetune a TTS model based on a test person's voice clips. Have successfully realized this using that FastPitch notebook. I am stuck on Tacotron2 finetune trial. **Steps/Code to rep...
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1,513,509,262
I_kwDOC_bI7s5aNlGO
5,713
stt_zh_citrinet_1024_gamma_0_25 will not be found in ASRDecoderTimeStamps
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2023-02-06T01:57:32
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Hi Nemo developers, **Describe the bug** I tried to run tutorials/speaker_tasks/ASR_with_SpeakerDiarization.ipynb with chinese data. When I changed the model from `cfg.diarizer.asr.model_path = 'stt_en_conformer_ctc_large'` to `stt_zh_citrinet_1024_gamma_0_25`, the model could not be found correctly because of the ...
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Fix zh_citrinet not found
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2022-12-29T08:32:19
2023-01-20T02:00:21
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# What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ```python # Add a cod...
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Update libraries on Tutorial - Cython, gcc, g++
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Hi. I'm new on this field and I was going to follow [this tutorial](https://github.com/NVIDIA/NeMo/blob/main/tutorials/asr/ASR_with_NeMo.ipynb) step by step. I just made new environment using conda on my linux server and stuck with issue below. <img width="800" alt="image" src="https://user-images.githubuserco...
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Can't pull docker image
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2022-12-28T07:08:17
2022-12-30T06:35:59
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**Describe the bug** According to the article by nvidia published [here](https://developer.nvidia.com/blog/deploying-a-1-3b-gpt-3-model-with-nvidia-nemo-megatron/), mentions the use of a couple of docker images ``` nvcr.io/ea-bignlp/bignlp-training:22.08.01-py3 nvcr.io/ea-bignlp/bignlp-inference:22.08-py3 ``` ...
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Merge 1.14.0 main
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2022-12-27T21:12:38
2022-12-28T18:19:12
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# What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ```python # Add a cod...
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Bump setuptools from 59.5.0 to 65.5.1 in /requirements
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2022-12-27T16:17:55
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CONTRIBUTOR
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Bumps [setuptools](https://github.com/pypa/setuptools) from 59.5.0 to 65.5.1. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/pypa/setuptools/releases">setuptools's releases</a>.</em></p> <blockquote> <h2>v65.5.1</h2> <p>No release notes provided.</p> <h2>v65.5.0</h2> <p>No re...
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Nemo with multiprocessing
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Hello developers. I have a lot of useful data and would like to retrieve embeddings and get diarization I thought to use a multiprocessing module to speed up the process. [This module](https://docs.python.org/3/library/multiprocessing.html) But I failed. If I make a processing pool and add tasks after a while pr...
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The predicted output remains empty during training. Training loss is decreasing but validation loss is constant
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**Describe the bug** I am training stt_en_conformer_ctc_large on my custom datset+librispeech dev and test splits. Currently, half of epoch 0 has completed but the best value of WER is 1 and logs show epty in predicted. I am a beginner and do not understand the ASR process fully so it must be something that I am doi...
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5,701
No confidence score for megatron outputs?
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2022-12-26T07:47:27
2023-01-03T08:49:32
2023-01-03T08:49:31
NONE
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**The outputs form the megatron generations has no scoring method** For megatron models when `model.generate() `function is called, results returned doesn't contain any scores which could give the confidence of generation. **Here's a code snippet** ``` response = model.generate(inputs=test_examples, length_pa...
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I could not achieve to run eval_beamsearch_ngram.py script on my GPU.
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2022-12-25T12:41:17
2023-01-02T17:30:30
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It is working on CPU but not working on my GPU. I tried Cuda 11.3, 11.8, 12.0 and Python 3.8, 3.9. It did not work. I got same error each time. This is how i run the code; `python eval_beamsearch_ngram.py --nemo_model_file /media/mesut/Depo1/models/49/49.nemo --kenlm_model_file /media/mesut/Depo1/models/tbmmV8/final...
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ModuleNotFoundError: No module named 'nemo.utils.data_utils'
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2022-12-23T15:02:25
2022-12-26T11:46:19
2022-12-26T11:46:19
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**Describe the bug** Whenever I try to run the file for tokenization I get the above error. **Steps/Code to reproduce bug** Run the command ``` python ./scripts/tokenizers/process_asr_text_tokenizer.py --manifest=../code/manifests/train_clean_5.json --data_root=tokenized --vocab_size=2048 tokenizer=bpe --log...
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5,697
asr报错
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2022-12-23T02:59:38
2022-12-23T07:36:40
2022-12-23T07:36:40
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**Describe the bug** 调用stt_zh_citrinet_512模型进行音频转文字操作 **Steps/Code to reproduce bug** asr_model = nemo_asr.models.EncDecCTCModel.from_pretrained(model_name="stt_zh_citrinet_512") mandarin_text=asr_model.transcribe(paths2audio_files=["./test.wav"]) print(mandarin_text)** **Expected behavior** 输出音频文本内容 ...
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5,696
temp disable speaker recognision CI test
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Signed-off-by: fayejf <fayejf07@gmail.com> # What does this PR do ? temporary disable speaker recognision CI test due to long duration (~20M) **Collection**: ASR # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ``...
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Error in downloading the financial_phrase_bank dataset
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2022-12-21T23:06:22
2023-02-05T02:01:56
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**Describe the bug** I was trying to run "tutorials/nlp/Multitask_Prompt_and_PTuning.ipynb". But I got the following error for downloading the "financial_phrase_bank" dataset. https://www.researchgate.net/profile/Pekka_Malo/publication/251231364_FinancialPhraseBank-v1.0/data/0c96051eee4fb1d56e000000/FinancialPhra...
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Update to pytorch 22.12 container
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# What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ```python # Add a cod...
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[ASR] Mask-based dereverb algorithm
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# What does this PR do ? This PR adds a multichannel input, multichannel output mask-based dereverberation algorithm based on weighted prediction error (WPE). **Collection**: ASR # Changelog - New: Dereverberation algorithm implemented in `MaskBasedDereverbWPE` - Added unit tests for handling of convolution...
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Fix for incorrect computation of batched alignment in transducers
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# What does this PR do ? The original code had a bug because of which whenever at least one batch element predicted non-blank symbol, all blank elements would duplicate the last prediction in their `.alignments` variable. Additionally, I've unified `_greedy_decode_blank_as_pad` and `_greedy_decode_masked` into a ...
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Fix missing torchelastic fixes for PTL 1.8
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2022-12-21T18:59:57
2022-12-21T23:19:18
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Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> # What does this PR do ? Fixes missing torchelastic import **Collection**: NLP # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ```python # Add a...
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Remove cell output from tutorial
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Signed-off-by: ericharper <complex451@gmail.com> # What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially...
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2022-12-21T17:36:32
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Signed-off-by: ericharper <complex451@gmail.com> # What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially...
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Trainer is required in EncDecRNNTModel
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**Describe the bug** In the constructor of the class `EncDecRNNTModel`, the PTL trainer is a kwarg with default value `null`. However, in the `self.training_step` method, the method `self.log_dict` is called (line 725 in file `collections/asr/models/rnnt_models.py`), which raises an error if no PTL trainer object is...
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Using nemo LM in other nemo training
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I want to use our own training nemo LM in other nemo training and I found only this reference [https://github.com/NVIDIA/NeMo/blob/4cd9b3449cbfedc671348fbabbe8e3a55fbd659d/examples/nlp/text_classification/conf/ptune_text_classification_config.yaml](url) that have nemo_path in language model config so I follow tha...
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Is it possible to use Hugging face XLSR pretrained model with Nemo?
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Hi Is it possible to use Hugging face XLSR pretrained model with Nemo? Thanks. Pls suggest @titu1994 @jbalam-nv
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