Commit Graph

148 Commits

Author SHA1 Message Date
Eren Gölge 946afa8197
v0.8.0 (#1810)
* Fix checkpointing GAN models (#1641)

* checkpoint sae step crash fix

* checkpoint save step crash fix

* Update gan.py

updated requested changes

* crash fix

* Fix the --model_name and --vocoder_name arguments need a <model_type> element (#1469)

Co-authored-by: Eren Gölge <erogol@hotmail.com>

* Fix Publish CI (#1597)

* Try out manylinux

* temporary removal of useless pipeline

* remove check and use only manylinux

* Try --plat-name

* Add install requirements

* Add back other actions

* Add PR trigger

* Remove conditions

* Fix sythax

* Roll back some changes

* Add other python versions

* Add test pypi upload

* Add username

* Add back __token__ as username

* Modify name of entry to testpypi

* Set it to release only

* Fix version checking

* Fix tokenizer for punc only (#1717)

* Remove redundant config field

* Fix SSIM loss

* Separate loss tests

* Fix BCELoss adressing  #1192

* Make style

* Add durations as aux input for VITS (#1694)

* Add durations as aux input for VITS

* Make style

* Fix tts_tests

* Fix test_get_aux_input

* Make lint

* feat: updated recipes and lr fix (#1718)

- updated the recipes activating more losses for more stable training
- re-enabling guided attention loss
- fixed a bug about not the correct lr fetched for logging

* Implement VitsAudioConfig (#1556)

* Implement VitsAudioConfig

* Update VITS LJSpeech recipe

* Update VITS VCTK recipe

* Make style

* Add missing decorator

* Add missing param

* Make style

* Update recipes

* Fix test

* Bug fix

* Exclude tests folder

* Make linter

* Make style

* Fix device allocation

* Fix SSIM loss correction

* Fix aux tests (#1753)

* Set n_jobs to 1 for resample script

* Delete resample test

* Set n_jobs 1 in vad test

* delete vad test

* Revert "Delete resample test"

This reverts commit bb7c8466af.

* Remove tests with resample

* Fix for FloorDiv Function Warning (#1760)

* Fix for Floor Function Warning

Fix for Floor Function Warning

* Adding double quotes to fix formatting

Adding double quotes to fix formatting

* Update glow_tts.py

* Update glow_tts.py

* Fix type in download_vctk.sh (#1739)

typo in comment

* Update decoder.py (#1792)

Minor comment correction.

* Update requirements.txt (#1791)

Support for #1775

* Update README.md (#1776)

Fix typo in different and code sample

* Fix & update WaveRNN vocoder model (#1749)

* Fixes KeyError bug. Adding logging to dashboard.

* Make pep8 compliant

* Make style compliant

* Still fixing style

* Fix rand_segment edge case (input_len == seg_len - 1)

* Update requirements.txt; inflect==5.6 (#1809)

New inflect version (6.0) depends on pydantic which has some issues irrelevant to 🐸 TTS. #1808 
Force inflect==5.6 (pydantic free) install to solve dependency issue.

* Update README.md; download progress bar in CLI. (#1797)

* Update README.md

- minor PR
- added model_info usage guide based on #1623 in README.md .

* "added tqdm bar for model download"

* Update manage.py

* fixed style

* fixed style

* sort imports

* Update wavenet.py (#1796)

* Update wavenet.py

Current version does not use "in_channels" argument. 
In glowTTS, we use normalizing flows and so "input dim" == "ouput dim" (channels and length). So, the existing code just uses hidden_channel sized tensor as input to first layer as well as outputs hidden_channel sized tensor. 
However, since it is a generic implementation, I believe it is better to update it for a more general use.

* "in_channels -> hidden_channels"

* Adjust default to be able to process longer sentences (#1835)

Running `tts --text "$text" --out_path …` with a somewhat longer
sentences in the text will lead to warnings like “Decoder stopped with
max_decoder_steps 500” and the sentences just being cut off in the
resulting WAV file.

This happens quite frequently when feeding longer texts (e.g. a blog
post) to `tts`. It's particular frustrating since the error is not
always obvious in the output. You have to notice that there are missing
parts. This is something other users seem to have run into as well [1].

This patch simply increases the maximum number of steps allowed for the
tacotron decoder to fix this issue, resulting in a smoother default
behavior.

[1] https://github.com/mozilla/TTS/issues/734

* Fix language flags generated by espeak-ng phonemizer (#1801)

* fix language flags generated by espeak-ng phonemizer

* Style

* Updated language flag regex to consider all language codes alike

* fix get_random_embeddings --> get_random_embedding (#1726)

* fix get_random_embeddings --> get_random_embedding

function typo leads to training crash, no such function

* fix typo

get_random_embedding

* Introduce numpy and torch transforms (#1705)

* Refactor audio processing functions

* Add tests for numpy transforms

* Fix imports

* Fix imports2

* Implement bucketed weighted sampling for VITS (#1871)

* Update capacitron_layers.py (#1664)

crashing because of dimension miss match   at line no. 57
[batch, 256] vs [batch , 1, 512]
enc_out = torch.cat([enc_out, speaker_embedding], dim=-1)

* updates to dataset analysis notebooks for compatibility with latest version of TTS (#1853)

* Fix BCE loss issue (#1872)

* Fix BCE loss issue

* Remove import

* Remove deprecated files (#1873)

- samplers.py is moved
- distribute.py is replaces by the 👟Trainer

* Handle when no batch sampler (#1882)

* Fix tune wavegrad (#1844)

* fix imports in tune_wavegrad

* load_config returns Coqpit object instead None

* set action (store true) for flag "--use_cuda"; start to tune if module is running as the main program

* fix var order in the result of batch collating

* make style

* make style with black and isort

* Bump up to v0.8.0

* Add new DE Thorsten models (#1898)

- Tacotron2-DDC
- HifiGAN vocoder

Co-authored-by: manmay nakhashi <manmay.nakhashi@gmail.com>
Co-authored-by: camillem <camillem@users.noreply.github.com>
Co-authored-by: WeberJulian <julian.weber@hotmail.fr>
Co-authored-by: a-froghyar <adamfroghyar@gmail.com>
Co-authored-by: ivan provalov <iprovalo@yahoo.com>
Co-authored-by: Tsai Meng-Ting <sarah13680@gmail.com>
Co-authored-by: p0p4k <rajiv.punmiya@gmail.com>
Co-authored-by: Yuri Pourre <yuripourre@users.noreply.github.com>
Co-authored-by: vanIvan <alfa1211@gmail.com>
Co-authored-by: Lars Kiesow <lkiesow@uos.de>
Co-authored-by: rbaraglia <baraglia.r@live.fr>
Co-authored-by: jchai.me <jreus@users.noreply.github.com>
Co-authored-by: Stanislav Kachnov <42406556+geth-network@users.noreply.github.com>
2022-08-22 14:54:38 +02:00
a-froghyar 8be21ec387
Capacitron (#977)
* new CI config

* initial Capacitron implementation

* delete old unused file

* fix empty formatting changes

* update losses and training script

* fix previous commit

* fix commit

* Add Capacitron test and first round of test fixes

* revert formatter change

* add changes to the synthesizer

* add stepwise gradual lr scheduler and changes to the recipe

* add inference script for dev use

* feat: add posterior inference arguments to synth methods
- added reference wav and text args for posterior inference
- some formatting

* fix: add espeak flag to base_tts and dataset APIs
- use_espeak_phonemes flag was not implemented in those APIs
- espeak is now able to be utilised for phoneme generation
- necessary phonemizer for the Capacitron model

* chore: update training script and style
- training script includes the espeak flag and other hyperparams
- made style

* chore: fix linting

* feat: add Tacotron 2 support

* leftover from dev

* chore:rename parser args

* feat: extract optimizers
- created a separate optimizer class to merge the two optimizers

* chore: revert arbitrary trainer changes

* fmt: revert formatting bug

* formatting again

* formatting fixed

* fix: log func

* fix: update optimizer
- Implemented load_state_dict for continuing training

* fix: clean optimizer init for standard models

* improvement: purge espeak flags and add training scripts

* Delete capacitronT2.py

delete old training script, new one is pushed

* feat: capacitron trainer methods
- extracted capacitron specific training  operations from the trainer into custom
methods in taco1 and taco2 models

* chore: renaming and merging capacitron and gst style args

* fix: bug fixes from the previous commit

* fix: implement state_dict method on CapacitronOptimizer

* fix: call method

* fix: inference naming

* Delete train_capacitron.py

* fix: synthesize

* feat: update tests

* chore: fix style

* Delete capacitron_inference.py

* fix: fix train tts t2 capacitron tests

* fix: double forward in T2 train step

* fix: double forward in T1 train step

* fix: run make style

* fix: remove unused import

* fix: test for T1 capacitron

* fix: make lint

* feat: add blizzard2013 recipes

* make style

* fix: update recipes

* chore: make style

* Plot test sentences in Tacotron

* chore: make style and fix import

* fix: call forward first before problematic floordiv op

* fix: update recipes

* feat: add min_audio_len to recipes

* aux_input["style_mel"]

* chore: make style

* Make capacitron T2 recipe more stable

* Remove T1 capacitron Ljspeech

* feat: implement new grad clipping routine and update configs

* make style

* Add pretrained checkpoints

* Add default vocoder

* Change trainer package

* Fix grad clip issue for tacotron

* Fix scheduler issue with tacotron

Co-authored-by: Eren Gölge <egolge@coqui.ai>
Co-authored-by: WeberJulian <julian.weber@hotmail.fr>
Co-authored-by: Eren Gölge <erogol@hotmail.com>
2022-05-20 16:17:11 +02:00
code-review-doctor fa887ef5f9
Fix issue probably-meant-fstring found at https://codereview.doctor (#1532) 2022-05-07 13:33:40 +02:00
Edresson Casanova 8d228ab22a
Trick to Upsampling to High sampling rates using VITS model (#1456)
* Add upsample VITS support

* Fix the bug in inference

* Fix lint checks

* Add RMS based norm in save_wav method

* Style fix

* Add the period for VITS multi-period discriminator in model_args

* Bug fix in speaker encoder load in inference time

* Add unit tests

* Remove useless detach_z_vocoder parameter

* Add docs for VITS upsampling

* Fix the docs

* Rename TTS_part_sample_rate to encoder_sample_rate

* Add upsampling_init and upsampling_z methods

* Add asserts for encoder_sample_rate part

* Move upsampling tests to test_vits.py
2022-04-26 11:47:46 +02:00
Eren Gölge 424d04e4f6 Make stlye 2022-02-25 11:31:56 +01:00
Eren Gölge 52a7896668 Update VITS loss 2022-02-25 11:30:24 +01:00
Eren Gölge 1a43e05460 Fix VITS loss bug
Fake and real features were given in the wrong args order to
the loss function
2022-02-25 11:26:59 +01:00
Eren Gölge 1f0c8179da Make style 2022-02-25 11:26:59 +01:00
Eren Gölge 34c4be5e49 Update forwardtts 2022-02-25 11:26:59 +01:00
Eren Gölge 146fbfd7c9 Extend unittests 2022-02-25 11:25:00 +01:00
Eren Gölge 127118c637
Update TTS.tts formatters (#1228)
* Return Dict from tts formatters

* Make style
2022-02-11 23:03:43 +01:00
Edresson Casanova 0860d73cf8
Remove Tensorflow requeriment (#1225)
* Remove TF modules

* Remove TF unit tests

* Remove TF vocoder modules

* Remove TF convert scripts

* Remove TF requirement

* Remove the Docs TF instructions

* Remove TF inference support
2022-02-10 16:14:54 +01:00
Eren Gölge 704dddcffa Make style 2021-12-20 11:54:10 +00:00
Edresson 12968532fe Add the language embedding dim in the duration predictor class 2021-12-20 11:54:10 +00:00
Edresson 8c22d5ac49 Turn more clear the VITS loss function 2021-12-20 11:54:10 +00:00
Edresson 6fc3b9e679 Remove the unusable fine-tuning model 2021-12-20 11:54:10 +00:00
WeberJulian 1472b6df49 make style 2021-12-20 11:54:10 +00:00
Edresson eeb8ac07d9 Add voice conversion fine tuning mode 2021-12-20 11:54:10 +00:00
Edresson 690b37d0ab Add support to use the speaker encoder as loss function in VITS model 2021-12-20 11:54:09 +00:00
Edresson c53693c155 Implement vocoder Fine Tuning like SC-GlowTTS paper 2021-12-20 11:54:09 +00:00
Edresson dcb2374bc9 Add multilingual training support to the VITS model 2021-12-20 11:54:09 +00:00
Eren Gölge b6b14a76af Fix VITS stochastic duration predictor 2021-11-08 09:20:11 +01:00
Eren Gölge 0e768dd4c5 Update comments 2021-10-20 18:21:26 +00:00
Eren Gölge fd95926009 Update GlowTTS 2021-09-30 14:47:56 +00:00
Eren Gölge 2766dd1d6e
Fix #813 - GlowTTS training (#814)
* Fix #813

* Update glow_tts recipe

* Fix glow-tts test

* Linter fix

* Run data dep init only in training
2021-09-17 20:06:55 +02:00
Eren Gölge 26f76fce22 Remove SpeedySpeech from .models.json 2021-09-10 17:47:27 +00:00
Eren Gölge d6e29ef98a Style update 2021-09-10 08:30:33 +00:00
Eren Gölge 570d5971be Implement `ForwardTTSLoss` 2021-09-10 08:29:12 +00:00
Eren Gölge bfc6ceac29 Move MAS to `TTS.tts.utils.helpers` 2021-09-09 10:57:19 +00:00
Eren Gölge 4761853c5c Fix imports 2021-09-08 13:34:40 +00:00
Eren Gölge 2b59da802c Fix loader setup in `base_tts` 2021-09-06 15:16:58 +00:00
Eren Gölge 29248536c9 Update `PositionalEncoding` 2021-09-06 15:16:58 +00:00
Eren Gölge 4672889549 Update `generic.FFTransformer` 2021-09-06 15:16:58 +00:00
Eren Gölge 2bf9e83c49 FastPitch refactor and commenting 2021-09-06 15:16:58 +00:00
Eren Gölge 59b24e66cf Add `AlignerNetwork` 2021-09-06 15:16:58 +00:00
Eren Gölge debf772ec5 Implement binary alignment loss 2021-09-06 15:16:58 +00:00
Eren Gölge e429afbce4 Enable aligner for FastPitch 2021-09-06 15:16:58 +00:00
Eren Gölge fac9dbe661 Update FastPitchLoss 2021-09-06 15:16:58 +00:00
Eren Gölge b81560607b Update docstrings 2021-09-06 15:16:58 +00:00
Eren Gölge 8fffd4e813 Don't print computed phonemes
It causes noise in logs
2021-09-06 15:16:58 +00:00
Eren Gölge db32162eae Fix `FastPitchLoss` 2021-09-06 15:16:58 +00:00
Eren Gölge c8d999b010 Add FastPitchLoss 2021-09-06 15:16:58 +00:00
Eren Gölge 18da8f5dbd Update pylint 2.10.2 and fix lint issues 2021-08-30 08:10:35 +00:00
Eren Gölge 2620f62ea8 Move duration_loss inside VitsGeneratorLoss 2021-08-27 07:07:07 +00:00
Eren Gölge 49e1181ea4 Fixes for the vits model 2021-08-26 17:15:09 +00:00
Eren Gölge 3ab8cef99e Fix VITS model SPD 2021-08-18 14:55:46 +00:00
Eren Gölge c312acac7d Implement VITS model 🚀
VITS model implementation built on Glow TTS and HiFiGAN
layers.
2021-08-09 18:02:36 +00:00
Eren Gölge e4648ffef1 Fix multi-speaker init of Tacotron models & tests 2021-08-09 18:02:36 +00:00
Eren Gölge fc0c4600bd Fix stopnet training 2021-07-24 11:39:54 +02:00
Eren Gölge 2e1a428b83 Update glowtts docstrings and docs 2021-06-30 14:30:55 +02:00