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ONNX export for RadTTS#5880

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blisc merged 74 commits intoNVIDIA:mainNVIDIA/NeMo:mainfrom borisfom:lstm-onnxborisfom/NeMo:lstm-onnxCopy head branch name to clipboardFeb 10, 2023

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• Megatron positional encoding alibi fix (NVIDIA#5808) (NVIDIA#5863)

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• Fix segmenting for pcla inference (NVIDIA#5849)

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• indentation fix (NVIDIA#5861) (NVIDIA#5862)

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• add ambernet to readme (NVIDIA#5872) (NVIDIA#5873)

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• Fix wrong label mapping in batch_inference for label_model (NVIDIA#5767) (NVIDIA#5870)

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• WAR for pytorch/pytorch#91526

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• Fix memory allocation of NeMo Multi-speaker Data Simulator (NVIDIA#5864)

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• RETRO model finetuning (NVIDIA#5800)

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• [TTS] GAN-based spectrogram enhancer (NVIDIA#5565)

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• Optimizing distributed Adam when running with one work queue (NVIDIA#5560)

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• fix(readme): fix typo (NVIDIA#5883)

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• TTS inference with Heteronym classification model, hc model inference refactoring (NVIDIA#5768)

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• take out retro doc (NVIDIA#5885) (NVIDIA#5886)

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• Add option to disable distributed parameters in distributed Adam optimizer (NVIDIA#5685)

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• [ASR] Separate Audio-to-Text (BPE, Char) dataset construction (NVIDIA#5774)

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• transformer duration added and IPA config files added

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• inference issue for pace resolved

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• Latest ONNX develpoments

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• Remove MCD_DTW tarball (NVIDIA#5889)

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• Block large files from being merged into NeMo main (NVIDIA#5898)

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• Reduce memory usage in getMultiScaleCosAffinityMatrix function (NVIDIA#5876)

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• set max_steps for lr decay through config (NVIDIA#5780)

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• Fix transducer and question answering tutorial bugs bugs (NVIDIA#5809) (NVIDIA#5810)

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• update apex install instructions (NVIDIA#5901) (NVIDIA#5902)

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• Hybrid ASR-TTS models (NVIDIA#5659)

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• Set providers for ORT inference session (NVIDIA#5903)

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• [ASR] Configurable metrics for audio-to-audio + removed experimental decorators (NVIDIA#5827)

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• Correct doc for RNNT transcribe() function (NVIDIA#5904)

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• Add segmentation export to Audacity label file (NVIDIA#5857)

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• Cross-Lingual objectives (XLM) and multilingual (many-many) support for Megatron-NMT (NVIDIA#5026)

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• ONNX export working

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• Fixing unit test

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• Update isort to the latest version (NVIDIA#5895)

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• Pin isort version (NVIDIA#5914)

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• Moved eval notebook data to aws (NVIDIA#5911)

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• FilterbankFeaturesTA to match FilterbankFeatures (NVIDIA#5913)

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• fixed missing long_description_content_type (NVIDIA#5909)

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• added TPMLP for T5-based models (NVIDIA#5840) (NVIDIA#5841)

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• Fixing 0-size issue and ONNX BS>1 trace

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• Fixing code scan alert

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• update container (NVIDIA#5917)

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• remove conda pynini install (NVIDIA#5921)

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• Merge release main (NVIDIA#5916)

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• Dynamic freezing in Nemo (NVIDIA#5879)

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• Fix Windows bug with save_restore_connector (NVIDIA#5919)

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• add new lannguages to doc (NVIDIA#5939)

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• Workarounds for ONNX export with autocast

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• fix val loss computation in megatron (NVIDIA#5871)

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• Restoring sigmas

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• Add core classes and functions for online clustering diarizer part 2 (NVIDIA#5609)

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• Distributed Adam optimizer overlaps param all-gather with forward compute (NVIDIA#5684)

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• [TTS][ZH] added new NGC model cards with polyphone disambiguation. (NVIDIA#5940)

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• Moved truncation of context higher up

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• [TN] bugfix file handler is not closed. (NVIDIA#5955)

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• Added unit test for regulate_len. Unscripted sort_tensor for TRT

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• Fixed slice

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• [TTS] deprecate AudioToCharWithPriorAndPitchDataset. (NVIDIA#5959)

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• bugfix: file handlers are not closed. (NVIDIA#5956)

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• [TTS][G2P] deprecate add_symbols (NVIDIA#5961)

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• fix broken link (NVIDIA#5968)

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• Fix hybridasr bug (NVIDIA#5950) (NVIDIA#5957)

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• Added list_available_models (NVIDIA#5967)

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• Move settings to pyproject.toml. Remove deprecated pytest-runner (NVIDIA#5947)

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• Fix torchaudio installation (NVIDIA#5850)

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• Update fastpitch.py (NVIDIA#5969)

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• Review comments

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• per-micro-batch input loader (NVIDIA#5635)

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• update container in readme (NVIDIA#5981)

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• Support Alignment Extraction for all RNNT Beam decoding methods (NVIDIA#5925)

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• Add AWS SageMaker ASR Examples (NVIDIA#5638)

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• Update PUBLICATIONS.md (NVIDIA#5963)

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• [G2P] fixed typos and broken import library. (NVIDIA#5978) (NVIDIA#5979)

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• [G2P] added backward compatibility for english tokenizer and fixed unit tests (NVIDIA#5980) (NVIDIA#5984)

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• Merge branch 'main' into lstm-onnx

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