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[TTS][Docs][MagpieTTS] Add MagpieTTS finetuning docs#15546

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[TTS][Docs][MagpieTTS] Add MagpieTTS finetuning docs#15546
subhankar-ghosh wants to merge 12 commits intomainfrom
magpietts_finetuning

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Signed-off-by: subhankar-ghosh <subhankar2321@gmail.com>
@subhankar-ghosh subhankar-ghosh added documentation Improvements or additions to documentation TTS Run CICD labels Mar 25, 2026
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@shehzeen Can you please check the GRPO part of the docs please?

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[🤖]: Hi @subhankar-ghosh 👋,

We wanted to let you know that a CICD pipeline for this PR just finished successfully.

So it might be time to merge this PR or get some approvals.

subhankar-ghosh and others added 7 commits March 31, 2026 09:06
Signed-off-by: subhankar-ghosh <subhankar2321@gmail.com>
* Test no extras docs build

Signed-off-by: Charlie Truong <chtruong@nvidia.com>

* ci: Update docs job to use 0.83.0 templates

Signed-off-by: Charlie Truong <chtruong@nvidia.com>

* Uncomment push cases for build-docs github action

Signed-off-by: Charlie Truong <chtruong@nvidia.com>

---------

Signed-off-by: Charlie Truong <chtruong@nvidia.com>
Signed-off-by: Subhankar Ghosh <subhankarg@nvidia.com>
Signed-off-by: Vladimir Bataev <vbataev@nvidia.com>
Upgrades actions to versions compatible with the Node.js 24 runtime:
- actions/checkout: → v6
- actions/upload-artifact: → v6
- actions/download-artifact: → v7
- actions/github-script: → v8
- actions/setup-python: → v6

Mirrors: NVIDIA/Megatron-LM@1d5e68b

Signed-off-by: oliver könig <okoenig@nvidia.com>
* Update README.md

Signed-off-by: Jason <jasoli@nvidia.com>

* Revise Nemotron VoiceChat release details in README

Updated the release information for Nemotron VoiceChat and added details about its features and early access.

Signed-off-by: zhehuaichen <139396994+zhehuaichen@users.noreply.github.com>

---------

Signed-off-by: Jason <jasoli@nvidia.com>
Signed-off-by: zhehuaichen <139396994+zhehuaichen@users.noreply.github.com>
Co-authored-by: zhehuaichen <139396994+zhehuaichen@users.noreply.github.com>
* initial commit for end-of-utterance detection

Signed-off-by: Weiqing Wang <weiqingw@nvidia.com>

* change targets to long() type

Signed-off-by: Weiqing Wang <weiqingw@nvidia.com>

* change output_types()

Signed-off-by: Weiqing Wang <weiqingw@nvidia.com>

* add random padding and refactor for multiple utterances per sample

Signed-off-by: stevehuang52 <heh@nvidia.com>

* add handling multiple text groundtruth

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update and add eval scripts

Signed-off-by: stevehuang52 <heh@nvidia.com>

* drop sou label and add eob label

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update hybrid-rnnt-ctc and rnnt models to use eou dataset

Signed-off-by: stevehuang52 <heh@nvidia.com>

* set default return  eou frame label to false

Signed-off-by: stevehuang52 <heh@nvidia.com>

* handle empty utterance

Signed-off-by: stevehuang52 <heh@nvidia.com>

* add script for injecting special eou tokens into SPE tokenizer

Signed-off-by: stevehuang52 <heh@nvidia.com>

* refactor eou eval utils

Signed-off-by: stevehuang52 <heh@nvidia.com>

* add eou rnnt training

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update doc

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update data augmentation

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update data related functions

Signed-off-by: stevehuang52 <heh@nvidia.com>

* fix tokenizer with eou tokens

Signed-off-by: stevehuang52 <heh@nvidia.com>

* adding eou force aligner

Signed-off-by: Weiqing Wang <weiqingw@nvidia.com>

* update for eou

Signed-off-by: stevehuang52 <heh@nvidia.com>

* fix the case when 'segments_level_ctm_filepath' is not produced

Signed-off-by: Weiqing Wang <weiqingw@nvidia.com>

* fix force aligner

Signed-off-by: stevehuang52 <heh@nvidia.com>

* fix aligner

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update for asr-eou

Signed-off-by: stevehuang52 <heh@nvidia.com>

* clean up and update infer

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* fix rnnt_decoding for empty string

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update padding augment

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* fix eob metric logging

Signed-off-by: stevehuang52 <heh@nvidia.com>

* refactor and add hybrid model

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update EOU models

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* refactor percentile calculation

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update augmentation

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update model and cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update frame eou

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* add adapter to eou

Signed-off-by: stevehuang52 <heh@nvidia.com>

* remove pdb

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* add cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* fix eou metric

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update adapter

Signed-off-by: stevehuang52 <heh@nvidia.com>

* add scripts

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update docstring

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update generate eval data

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update eou val

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* add drop_pnc=true as default for dataloading

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* fix miss rate

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* add ignore_eob_label

Signed-off-by: stevehuang52 <heh@nvidia.com>

* fix and update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* improve lhotse augmentation

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* add debug info

Signed-off-by: stevehuang52 <heh@nvidia.com>

* improve data augmentation

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update utils

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update dataloader

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update oomptimizer

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update oomptimizer

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update eou model

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update eou model

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update eou model

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update augmentation

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update aug

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update augment

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update drop pnc func

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update eou finetune

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update transcribe

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* fix cfg

Signed-off-by: stevehuang52 <heh@nvidia.com>

* clean up for PR

Signed-off-by: stevehuang52 <heh@nvidia.com>

* clean up

Signed-off-by: stevehuang52 <heh@nvidia.com>

* Potential fix for code scanning alert no. 16191: Explicit returns mixed with implicit (fall through) returns

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com>

* Potential fix for code scanning alert no. 16190: Explicit returns mixed with implicit (fall through) returns

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com>

* Apply isort and black reformatting

Signed-off-by: stevehuang52 <stevehuang52@users.noreply.github.com>

* Potential fix for code scanning alert no. 16185: File is not always closed

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com>

* clean up

Signed-off-by: stevehuang52 <heh@nvidia.com>

* clean up

Signed-off-by: stevehuang52 <heh@nvidia.com>

* fix pylint&flake8

Signed-off-by: stevehuang52 <heh@nvidia.com>

* fix pylint

Signed-off-by: stevehuang52 <heh@nvidia.com>

* refactor

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update pr

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update adapter

Signed-off-by: stevehuang52 <heh@nvidia.com>

* clean up

Signed-off-by: stevehuang52 <heh@nvidia.com>

* update readme, test, etc

Signed-off-by: He Huang <heh@nvidia.com>

* Apply isort and black reformatting

Signed-off-by: stevehuang52 <stevehuang52@users.noreply.github.com>

* update doc

Signed-off-by: He Huang <heh@nvidia.com>

* clean up

Signed-off-by: He Huang <heh@nvidia.com>

* fix and rename

Signed-off-by: He Huang <heh@nvidia.com>

* update doc

Signed-off-by: He Huang <heh@nvidia.com>

* clean up

Signed-off-by: He Huang <heh@nvidia.com>

* move all length aug to invalid

Signed-off-by: He Huang <heh@nvidia.com>

* fix typo

Signed-off-by: He Huang <heh@nvidia.com>

* rename and move to scripts/asr_eou

Signed-off-by: He Huang <heh@nvidia.com>

* fix ci

Signed-off-by: He Huang <heh@nvidia.com>

* fix ci

Signed-off-by: He Huang <heh@nvidia.com>

* clean up

Signed-off-by: He Huang <heh@nvidia.com>

* clean up

Signed-off-by: He Huang <heh@nvidia.com>

* fix linting

Signed-off-by: He Huang <heh@nvidia.com>

* fix ci

Signed-off-by: He Huang <heh@nvidia.com>

* Apply isort and black reformatting

Signed-off-by: stevehuang52 <stevehuang52@users.noreply.github.com>

* Potential fix for code scanning alert no. 17270: Explicit export is not defined

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com>

* Potential fix for code scanning alert no. 17271: Explicit export is not defined

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com>

* Potential fix for code scanning alert no. 17272: Explicit export is not defined

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com>

---------

Signed-off-by: Weiqing Wang <weiqingw@nvidia.com>
Signed-off-by: stevehuang52 <heh@nvidia.com>
Signed-off-by: He Huang (Steve) <105218074+stevehuang52@users.noreply.github.com>
Signed-off-by: stevehuang52 <stevehuang52@users.noreply.github.com>
Signed-off-by: He Huang <heh@nvidia.com>
Co-authored-by: Weiqing Wang <weiqingw@nvidia.com>
Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
Co-authored-by: stevehuang52 <stevehuang52@users.noreply.github.com>
auto-merge was automatically disabled March 31, 2026 16:18

Pull request was closed

@github-actions github-actions bot removed the common label Mar 31, 2026
@subhankar-ghosh subhankar-ghosh enabled auto-merge (squash) March 31, 2026 16:22
@subhankar-ghosh subhankar-ghosh requested a review from blisc March 31, 2026 16:24
@subhankar-ghosh subhankar-ghosh requested a review from blisc April 1, 2026 16:58
blisc
blisc previously approved these changes Apr 1, 2026
Signed-off-by: subhankar-ghosh <subhankar2321@gmail.com>
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