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4ece3b9433
transformers/docs/source/en/model_doc
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Matthijs Hollemans 4ece3b9433
add VITS model (#24085) 
* add VITS model

* let's vits

* finish TextEncoder (mostly)

* rename VITS to Vits

* add StochasticDurationPredictor

* ads flow model

* add generator

* correctly set vocab size

* add tokenizer

* remove processor & feature extractor

* add PosteriorEncoder

* add missing weights to SDP

* also convert LJSpeech and VCTK checkpoints

* add training stuff in forward

* add placeholder tests for tokenizer

* add placeholder tests for model

* starting cleanup

* let the great renaming begin!

* use config

* global_conditioning

* more cleaning

* renaming variables

* more renaming

* more renaming

* it never ends

* reticulating the splines

* more renaming

* HiFi-GAN

* doc strings for main model

* fixup

* fix-copies

* don't make it a PreTrainedModel

* fixup

* rename config options

* remove training logic from forward pass

* simplify relative position

* use actual checkpoint

* style

* PR review fixes

* more review changes

* fixup

* more unit tests

* fixup

* fix doc test

* add integration test

* improve tokenizer tests

* add tokenizer integration test

* fix tests on GPU (gave OOM)

* conversion script can handle repos from hub

* add conversion script for all MMS-TTS checkpoints

* automatically create a README for the converted checkpoint

* small changes to config

* push README to hub

* only show uroman note for checkpoints that need it

* remove conversion script because code formatting breaks the readme

* make WaveNet layers configurable

* rename variables

* simplifying the math

* output attentions and hidden states

* remove VitsFlip in flow model

* also got rid of the other flip

* fix tests

* rename more variables

* rename tokenizer, add phonemization

* raise error when phonemizer missing

* re-order config docstrings to match method

* change config naming

* remove redundant str -> list

* fix copyright: vits authors -> kakao enterprise

* (mean, log_variances) -> (prior_mean, prior_log_variances)

* if return dict -> if not return dict

* speed -> speaking rate

* Apply suggestions from code review

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* update fused tanh sigmoid

* reduce dims in tester

* audio -> output_values

* audio -> output_values in tuple out

* fix return type

* fix return type

* make _unconstrained_rational_quadratic_spline a function

* all nn's to accept a config

* add spectro to output

* move {speaking rate, noise scale, noise scale duration} to config

* path -> attn_path

* idxs -> valid idxs -> padded idxs

* output values -> waveform

* use config for attention

* make generation work

* harden integration test

* add spectrogram to dict output

* tokenizer refactor

* make style

* remove 'fake' padding token

* harden tokenizer tests

* ron norm test

* fprop / save tests deterministic

* move uroman to tokenizer as much as possible

* better logger message

* fix vivit imports

* add uroman integration test

* make style

* up

* matthijs -> sanchit-gandhi

* fix tokenizer test

* make fix-copies

* fix dict comprehension

* fix config tests

* fix model tests

* make outputs consistent with reverse/not reverse

* fix key concat

* more model details

* add author

* return dict

* speaker error

* labels error

* Apply suggestions from code review

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/vits/convert_original_checkpoint.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* remove uromanize

* add docstrings

* add docstrings for tokenizer

* upper-case skip messages

* fix return dict

* style

* finish tests

* update checkpoints

* make style

* remove doctest file

* revert

* fix docstring

* fix tokenizer

* remove uroman integration test

* add sampling rate

* fix docs / docstrings

* style

* add sr to model output

* fix outputs

* style / copies

* fix docstring

* fix copies

* remove sr from model outputs

* Update utils/documentation_tests.txt

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* add sr as allowed attr

---------

Co-authored-by: sanchit-gandhi <sanchit@huggingface.co>
Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-09-01 10:50:06 +01:00
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umt5.md [T5, MT5, UMT5] Add [T5, MT5, UMT5]ForSequenceClassification (#24726) 2023-07-25 21:02:49 +02:00
unispeech-sat.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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upernet.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
van.md Deprecate models (#24787) 2023-07-13 11:46:54 -04:00
videomae.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
vilt.md Update old existing feature extractor references (#24552) 2023-06-29 10:17:36 +01:00
vision-encoder-decoder.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
vision-text-dual-encoder.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
visual_bert.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
vit_hybrid.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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vit.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
vitdet.md Add ViTDet (#25524) 2023-08-29 10:03:52 +01:00
vits.md add VITS model (#24085) 2023-09-01 10:50:06 +01:00
vivit.md Add ViViT (#22518) 2023-07-11 14:04:04 +01:00
wav2vec2_phoneme.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
wav2vec2-conformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
wav2vec2.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
wavlm.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
whisper.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xclip.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xglm.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xlm-prophetnet.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xlm-roberta-xl.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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xlm-v.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xlm.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xlnet.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xls_r.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xlsr_wav2vec2.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xmod.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
yolos.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
yoso.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00