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Exportable mel spectrogram preprocessor #5508

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Exportable mel spectrogram preprocessor #5508

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Commits on Nov 26, 2022

  1. initial commit 

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  2. add featurizer property 

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  3. use torchaudio argument instead of separate top-level NeuralModule 

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  4. Refactor/unify ASR offline and buffered inference (NVIDIA#5440) 

    * refactor/unify offline and buffered

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* fix

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  5. Update docs with Comparison tool info (NVIDIA#5182) 

    * Update docs with Comparison tool info
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  6. Standalone diarization+ASR evaluation script (NVIDIA#5439) 

    * first commit on eval_diar_with_asr.py

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* Add a standalone diarization-ASR evaluation transcript

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* Fixed examples in docstrings

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* Fixed staticmethod error

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* Added description on eval modes

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* adding diar_infer_general.yaml

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* fix msdd_model in general yaml file

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* fixed errors in yaml file

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* Fix args (NVIDIA#5410) (NVIDIA#5416)

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* Fix for concat map dataset (NVIDIA#5133)

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* Fix GPT generation when using sentencepiece tokenizer (NVIDIA#5413) (NVIDIA#5428)

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* Support for finetuning and finetuning inference with .ckpt files & batch size refactoring (NVIDIA#5339)

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* Revert "Add temporary fix for CUDA issue in Dockerfile (NVIDIA#5421)" (NVIDIA#5431) (NVIDIA#5432)

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* [ITN] fix year date graph, cardinals extension for hundreds (NVIDIA#5435)

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* Fixed bug in notebook (NVIDIA#5382) (NVIDIA#5394)

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  7. Fix for prompt table restore error (NVIDIA#5393) (NVIDIA#5408) 

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  8. Radtts 1.13 plus (NVIDIA#5457) (NVIDIA#5471) 

    * [TTS] Fixing RADTTS training - removing view buffer and fixing accuracy issue (NVIDIA#5358)
* Fixing RADTTS training - removing view buffer and fixing accuracy issue
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  9. [TN] raise NotImplementedError for unsupported languages and other mi… 

    …nor fixes (NVIDIA#5414)

* [TN] raise NotImplementedError for unsupported languages and other minor fixes

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  10. Add num layers check (NVIDIA#5470) (NVIDIA#5473) 

    Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca>

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  11. Add float32 type casting for get_samples function (NVIDIA#5399) 

    Signed-off-by: shane carroll <shane.carroll@utsa.edu>
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  12. Change to kwargs (NVIDIA#5475) (NVIDIA#5477) 

    Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca>

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  13. Transcribe for multi-channel signals (NVIDIA#5479) 

    Transcribe for multi-channel signals (NVIDIA#5479)

Signed-off-by: Ante Jukić <ajukic@nvidia.com>
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  14. Megatron Export Update (NVIDIA#5343) (NVIDIA#5423) 

    * export update for Megatron + change ORT optimization

Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* updated export_utils to use autocast instead of manually casting >:/

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* removed dtype from LayerNorm

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* added comment

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* reverting changes on FloatCast

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* Cherry-picked changes from megatron-norm

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* updated asr_model import to cast_utils

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* updated del onnx_model place

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* changed ort optimization to basic -> temp fix

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  15. export_utils bugfix (NVIDIA#5482) 

    * export_utils bugfix (NVIDIA#5480)

* updated export_utils

Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

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  16. Add missing import (NVIDIA#5487) 

    Signed-off-by: Jonghwan Hyeon <hyeon0145@gmail.com>

Signed-off-by: Jonghwan Hyeon <hyeon0145@gmail.com>
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  17. Add Silence Augmentation (NVIDIA#5476) 

    * add silence augmentation

Signed-off-by: fayejf <fayejf07@gmail.com>

* reflect comment

Signed-off-by: fayejf <fayejf07@gmail.com>

* fix CI

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  18. Bug Fix for bert to run on entire validation dataset (NVIDIA#5493) 

    Signed-off-by: Shanmugam Ramasamy <111910568+shanmugamr1992@users.noreply.github.com>

Signed-off-by: Shanmugam Ramasamy <111910568+shanmugamr1992@users.noreply.github.com>
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  19. Export fixes for Riva (NVIDIA#5496) (NVIDIA#5497) 

    * Export fixes for Riva

Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com>

* Cleaning up training_utils

Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com>

Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com>

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  20. Add auto-labeler (NVIDIA#5498) 

    Signed-off-by: SeanNaren <snarenthiran@nvidia.com>

Signed-off-by: SeanNaren <snarenthiran@nvidia.com>
Signed-off-by: shane carroll <shane.carroll@utsa.edu>
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  21. Make arguments match 

    Signed-off-by: shane carroll <shane.carroll@utsa.edu>
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