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| # Changelog | |
| ## 202401 | |
| - 2024.01.21 [PR#108](https://github.com/RVC-Boss/GPT-SoVITS/pull/108) | |
| - Content: Added English system translation support to WebUI. | |
| - Type: Documentation | |
| - Contributor: D3lik | |
| - 2024.01.21 [Commit#7b89c9ed](https://github.com/RVC-Boss/GPT-SoVITS/commit/7b89c9ed5669f63c4ed6ae791408969640bdcf3e) | |
| - Content: Attempted to fix SoVITS training ZeroDivisionError. | |
| - Type: Fix | |
| - Contributor: RVC-Boss, Tybost | |
| - Related: [Issue#79](https://github.com/RVC-Boss/GPT-SoVITS/issues/79) | |
| - 2024.01.21 [Commit#ea62d6e0](https://github.com/RVC-Boss/GPT-SoVITS/commit/ea62d6e0cf1efd75287766ea2b55d1c3b69b4fd3) | |
| - Content: Significantly reduced the issue of synthesized audio containing the end of the reference audio. | |
| - Type: Optimization | |
| - Contributor: RVC-Boss | |
| - 2024.01.21 [Commit#a87ad522](https://github.com/RVC-Boss/GPT-SoVITS/commit/a87ad5228ed2d729da42019ae1b93171f6a745ef) | |
| - Content: `cmd-asr.py` now checks if the FunASR model is included in the default directory, and if not, it will download it from ModelScope. | |
| - Type: Feature | |
| - Contributor: RVC-Boss | |
| - 2024.01.21 [Commit#f6147116](https://github.com/RVC-Boss/GPT-SoVITS/commit/f61471166c107ba56ccb7a5137fa9d7c09b2830d) | |
| - Content: `Config.py` now has an `is_share` parameter, which can be set to `True` to map the WebUI to the public network. | |
| - Type: Feature | |
| - Contributor: RVC-Boss | |
| - 2024.01.21 [Commit#102d5081](https://github.com/RVC-Boss/GPT-SoVITS/commit/102d50819e5d24580d6e96085b636b25533ecc7f) | |
| - Content: Cleaned up cached audio files and other files in the `TEMP` folder. | |
| - Type: Optimization | |
| - Contributor: RVC-Boss | |
| - 2024.01.22 [Commit#872134c8](https://github.com/RVC-Boss/GPT-SoVITS/commit/872134c846bcb8f1909a3f5aff68a6aa67643f68) | |
| - Content: Fixed the issue where excessively short output files resulted in repeating the reference audio. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.01.22 Tested native support for English and Japanese training (Japanese training requires the root directory to be free of non-English special characters). | |
| - 2024.01.22 [PR#124](https://github.com/RVC-Boss/GPT-SoVITS/pull/124) | |
| - Content: Improved audio path checking. If an attempt is made to read from an incorrect input path, it will report that the path does not exist instead of an ffmpeg error. | |
| - Type: Optimization | |
| - Contributor: xmimu | |
| - 2024.01.23 [Commit#93c47cd9](https://github.com/RVC-Boss/GPT-SoVITS/commit/93c47cd9f0c53439536eada18879b4ec5a812ae1) | |
| - Content: Resolved the issue where Hubert extraction caused NaN errors, leading to SoVITS/GPT training ZeroDivisionError. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.01.23 [Commit#80fffb0a](https://github.com/RVC-Boss/GPT-SoVITS/commit/80fffb0ad46e4e7f27948d5a57c88cf342088d50) | |
| - Content: Replaced `jieba` with `jieba_fast` for Chinese word segmentation. | |
| - Type: Optimization | |
| - Contributor: RVC-Boss | |
| - 2024.01.23 [Commit#63625758](https://github.com/RVC-Boss/GPT-SoVITS/commit/63625758a99e645f3218dd167924e01a0e3cf0dc) | |
| - Content: Optimized model file sorting logic. | |
| - Type: Optimization | |
| - Contributor: RVC-Boss | |
| - 2024.01.23 [Commit#0c691191](https://github.com/RVC-Boss/GPT-SoVITS/commit/0c691191e894c15686e88279745712b3c6dc232f) | |
| - Content: Added support for quick model switching in the inference WebUI. | |
| - Type: Feature | |
| - Contributor: RVC-Boss | |
| - 2024.01.25 [Commit#249561e5](https://github.com/RVC-Boss/GPT-SoVITS/commit/249561e5a18576010df6587c274d38cbd9e18b4b) | |
| - Content: Removed redundant logs in the inference WebUI. | |
| - Type: Optimization | |
| - Contributor: RVC-Boss | |
| - 2024.01.25 [PR#183](https://github.com/RVC-Boss/GPT-SoVITS/pull/183), [PR#200](https://github.com/RVC-Boss/GPT-SoVITS/pull/200) | |
| - Content: Supported training and inference on Mac. | |
| - Type: Feature | |
| - Contributor: Lion-Wu | |
| - 2024.01.26 [Commit#813cf96e](https://github.com/RVC-Boss/GPT-SoVITS/commit/813cf96e508ba1bb2c658f38c7cc77b797fb4082), [Commit#2d1ddeca](https://github.com/RVC-Boss/GPT-SoVITS/commit/2d1ddeca42db90c3fe2d0cd79480fd544d87f02b) | |
| - Content: Fixed the issue of UVR5 reading and automatically jumping out of directories. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.01.26 [PR#204](https://github.com/RVC-Boss/GPT-SoVITS/pull/204) | |
| - Content: Added support for Chinese-English mixed and Japanese-English mixed output texts. | |
| - Type: Feature | |
| - Contributor: Kakaru Hayate | |
| - 2024.01.26 [Commit#f4148cf7](https://github.com/RVC-Boss/GPT-SoVITS/commit/f4148cf77fb899c22bcdd4e773d2f24ab34a73e7) | |
| - Content: Added optional segmentation mode for output. | |
| - Type: Feature | |
| - Contributor: RVC-Boss | |
| - 2024.01.26 [Commit#9fe955c1](https://github.com/RVC-Boss/GPT-SoVITS/commit/9fe955c1bf5f94546c9f699141281f2661c8a180) | |
| - Content: Fixed multiple newline issues causing inference errors. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.01.26 [Commit#84ee4719](https://github.com/RVC-Boss/GPT-SoVITS/commit/84ee471936b332bc2ccee024d6dfdedab4f0dc7b) | |
| - Content: Automatically forced single precision for GPU that do not support half precision; enforced single precision under CPU inference. | |
| - Type: Optimization | |
| - Contributor: RVC-Boss | |
| - 2024.01.28 [PR#238](https://github.com/RVC-Boss/GPT-SoVITS/pull/238) | |
| - Content: Completed model downloading process in the Dockerfile. | |
| - Type: Fix | |
| - Contributor: breakstring | |
| - 2024.01.28 [PR#257](https://github.com/RVC-Boss/GPT-SoVITS/pull/257) | |
| - Content: Fixed the issue with the pronunciation of numbers converting to Chinese characters. | |
| - Type: Fix | |
| - Contributor: duliangang | |
| - 2024.01.28 [Commit#f0cfe397](https://github.com/RVC-Boss/GPT-SoVITS/commit/f0cfe397089a6fd507d678c71adeaab5e7ed0683) | |
| - Content: Fixed the issue where GPT training did not save checkpoints. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.01.28 [Commit#b8ae5a27](https://github.com/RVC-Boss/GPT-SoVITS/commit/b8ae5a2761e2654fc0c905498009d3de9de745a8) | |
| - Content: Excluded unreasonable reference audio lengths by setting restrictions. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.01.28 [Commit#698e9655](https://github.com/RVC-Boss/GPT-SoVITS/commit/698e9655132d194b25b86fbbc99d53c8d2cea2a3) | |
| - Content: Fixed the issue where swallowing a few characters at the beginning of sentences. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.01.29 [Commit#ff977a5f](https://github.com/RVC-Boss/GPT-SoVITS/commit/ff977a5f5dc547e0ad82b9e0f1cd95fbc830b2b0) | |
| - Content: Changed training configurations to single precision for GPUs like the 16 series, which have issues with half precision training. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.01.29 [Commit#172e139f](https://github.com/RVC-Boss/GPT-SoVITS/commit/172e139f45ac26723bc2cf7fac0112f69d6b46ec) | |
| - Content: Tested and updated the available Colab version. | |
| - Type: Feature | |
| - Contributor: RVC-Boss | |
| - 2024.01.29 [PR#135](https://github.com/RVC-Boss/GPT-SoVITS/pull/135) | |
| - Content: Updated FunASR to Version 1.0 and fixed errors caused by interface misalignment. | |
| - Type: Fix | |
| - Contributor: LauraGPT | |
| - 2024.01.30 [Commit#1c2fa98c](https://github.com/RVC-Boss/GPT-SoVITS/commit/1c2fa98ca8c325dcfb32797d22ff1c2a726d1cb4) | |
| - Content: Fixed issues with splitting Chinese and English punctuation and added punctuation at the beginning and end of sentences. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.01.30 [Commit#74409f35](https://github.com/RVC-Boss/GPT-SoVITS/commit/74409f3570fa1c0ff28d4c65c288a6ce58ca00d2) | |
| - Content: Added splitting by punctuation. | |
| - Type: Feature | |
| - Contributor: RVC-Boss | |
| - 2024.01.30 [Commit#c42eeccf](https://github.com/RVC-Boss/GPT-SoVITS/commit/c42eeccfdd2d0a0d714ecc8bfc22a12373aca6b7) | |
| - Content: Automatically removed double quotes from all path-related entries to prevent errors from novice users copying paths with double quotes. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| ## 202402 | |
| - 2024.02.01 [Commit#45f73519](https://github.com/RVC-Boss/GPT-SoVITS/commit/45f73519cc41cd17cf816d8b997a9dcb0bee04b6) | |
| - Content: Fixed the issue where an ASR path ending with `/` caused an error in saving the filename. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.02.03 [Commit#dba1a74c](https://github.com/RVC-Boss/GPT-SoVITS/commit/dba1a74ccb0cf19a1b4eb93faf11d4ec2b1fc5d7) | |
| - Content: Fixed the UVR5 format reading error causing separation failures. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.02.03 [Commit#3ebff70b](https://github.com/RVC-Boss/GPT-SoVITS/commit/3ebff70b71580ee1f97b3238c9442cbc5aef47c7) | |
| - Content: Supported automatic segmentation and language recognition for mixed Chinese-Japanese-English texts. | |
| - Type: Optimization | |
| - Contributor: RVC-Boss | |
| - 2024.02.03 [PR#377](https://github.com/RVC-Boss/GPT-SoVITS/pull/377) | |
| - Content: introduced PaddleSpeech's Normalizer to fix issues like reading "xx.xx%" (percent symbols) and "元/吨" being read as "元吨" instead of "元每吨", and fixed underscore errors. | |
| - Type: Optimization | |
| - Contributor: KamioRinn | |
| - 2024.02.05 [PR#395](https://github.com/RVC-Boss/GPT-SoVITS/pull/395) | |
| - Content: Optimized English text frontend. | |
| - Type: Optimization | |
| - Contributor: KamioRinn | |
| - 2024.02.06 [Commit#](https://github.com/RVC-Boss/GPT-SoVITS/commit/65b463a787f31637b4768cc9a47cab59541d3927) | |
| - Content: Corrected language parameter confusion causing decreased Chinese inference quality. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - Related: [Issue#391](https://github.com/RVC-Boss/GPT-SoVITS/issues/391) | |
| - 2024.02.06 [PR#403](https://github.com/RVC-Boss/GPT-SoVITS/pull/403) | |
| - Content: Adapted UVR5 to higher versions of librosa. | |
| - Type: Fix | |
| - Contributor: StaryLan | |
| - 2024.02.07 [Commit#14a28510](https://github.com/RVC-Boss/GPT-SoVITS/commit/14a285109a521679f8846589c22da8f656a46ad8) | |
| - Content: Fixed UVR5 inf everywhere error caused by `is_half` parameter not converting to boolean, resulting in constant half precision inference, which caused `inf` on 16 series GPUs. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.02.07 [Commit#d74f888e](https://github.com/RVC-Boss/GPT-SoVITS/commit/d74f888e7ac86063bfeacef95d0e6ddafe42b3b2) | |
| - Content: Fixed Gradio dependencies. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.02.07 [PR#400](https://github.com/RVC-Boss/GPT-SoVITS/pull/400) | |
| - Content: Integrated Faster Whisper ASR for Japanese and English. | |
| - Type: Feature | |
| - Contributor: Shadow | |
| - 2024.02.07 [Commit#6469048d](https://github.com/RVC-Boss/GPT-SoVITS/commit/6469048de12a8d6f0bd05d07f031309e61575a38)~[Commit#94ee71d9](https://github.com/RVC-Boss/GPT-SoVITS/commit/94ee71d9d562d10c9a1b96e745c6a6575aa66a10) | |
| - Content: Supported automatic reading of `.list` full paths if the root directory is left blank during dataset preparation. | |
| - Type: Optimization | |
| - Contributor: RVC-Boss | |
| - 2024.02.08 [Commit#59f35ada](https://github.com/RVC-Boss/GPT-SoVITS/commit/59f35adad85815df27e9c6b33d420f5ebfd8376b) | |
| - Content: Attempted to fix GPT training hang on Windows 10 1909 and Traditional Chinese System Language. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - Related: [Issue#232](https://github.com/RVC-Boss/GPT-SoVITS/issues/232) | |
| - 2024.02.12 [PR#457](https://github.com/RVC-Boss/GPT-SoVITS/pull/457) | |
| - Content: Enabled experimental DPO Loss training option to mitigate GPT repetition and missing characters by constructing negative samples during training and made several inference parameters available in the inference WebUI. | |
| - Type: Feature | |
| - Contributor: liufenghua | |
| - 2024.02.12 [Commit#](https://github.com/RVC-Boss/GPT-SoVITS/commit/2fa74ecb941db27d9015583a9be6962898d66730), [Commit#](https://github.com/RVC-Boss/GPT-SoVITS/commit/d82f6bbb98ba725e6725dcee99b80ce71fb0bf28) | |
| - Content: Optimized logic for Faster Whisper and FunASR, switching Faster Whisper to mirror downloads to avoid issues with Hugging Face connections. | |
| - Type: Optimization | |
| - Contributor: RVC-Boss | |
| - 2024.02.15 [Commit#](https://github.com/RVC-Boss/GPT-SoVITS/commit/dd2c4d6d7121bf82d29d0f0e4d788f3b231997c8) | |
| - Content: Supported Chinese experiment names in training (previously caused errors). | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.02.15 [Commit#ccb9b08b](https://github.com/RVC-Boss/GPT-SoVITS/commit/ccb9b08be3c58e102defcc94ff4fd609da9e27ee)~[Commit#895fde46](https://github.com/RVC-Boss/GPT-SoVITS/commit/895fde46e420040ed26aaf0c5b7e99359d9b199b) | |
| - Content: Made DPO training an optional feature instead of mandatory. If selected, the batch size is automatically halved. Fixed issues with new parameters not being passed in the inference WebUI. | |
| - Type: Optimization | |
| - Contributor: RVC-Boss | |
| - 2024.02.15 [Commit#7b0c3c67](https://github.com/RVC-Boss/GPT-SoVITS/commit/7b0c3c676495c64b2064aa472bff14b5c06206a5) | |
| - Content: Fixed bugs in Chinese frontend. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.02.16 [PR#499](https://github.com/RVC-Boss/GPT-SoVITS/pull/499) | |
| - Content: Supported input without reference text. | |
| - Type: Feature | |
| - Contributor: Watchtower-Liu | |
| - Related: [Issue#475](https://github.com/RVC-Boss/GPT-SoVITS/issues/475) | |
| - 2024.02.17 [PR#509](https://github.com/RVC-Boss/GPT-SoVITS/pull/509), [PR#507](https://github.com/RVC-Boss/GPT-SoVITS/pull/507), [PR#532](https://github.com/RVC-Boss/GPT-SoVITS/pull/532), [PR#556](https://github.com/RVC-Boss/GPT-SoVITS/pull/556), [PR#559](https://github.com/RVC-Boss/GPT-SoVITS/pull/559) | |
| - Content: Optimized Chinese and Japanese frontend processing. | |
| - Type: Optimization | |
| - Contributor: KamioRinn, v3cun | |
| - 2024.02.17 [PR#510](https://github.com/RVC-Boss/GPT-SoVITS/pull/511), [PR#511](https://github.com/RVC-Boss/GPT-SoVITS/pull/511) | |
| - Content: Fixed Colab public URL issue. | |
| - Type: Fix | |
| - Contributor: ChanningWang2018, RVC-Boss | |
| - 2024.02.21 [PR#557](https://github.com/RVC-Boss/GPT-SoVITS/pull/557) | |
| - Content: Switched Mac CPU inference to use CPU instead of MPS for faster performance. | |
| - Type: Optimization | |
| - Contributor: XXXXRT666 | |
| - 2024.02.21 [Commit#6da486c1](https://github.com/RVC-Boss/GPT-SoVITS/commit/6da486c15d09e3d99fa42c5e560aaac56b6b4ce1), [Commit#](https://github.com/RVC-Boss/GPT-SoVITS/commit/5a17177342d2df1e11369f2f4f58d34a3feb1a35) | |
| - Content: Added a noise reduction option during data processing (noise reduction leaves only 16kHz sampling rate; use only if the background noise is significant). | |
| - Type: Feature | |
| - Contributor: RVC-Boss | |
| - 2024.02.28 [PR#573](https://github.com/RVC-Boss/GPT-SoVITS/pull/573) | |
| - Content: Modified `is_half` check to ensure proper CPU inference on Mac. | |
| - Type: Fix | |
| - Contributor: XXXXRT666 | |
| - 2024.02.28 [PR#610](https://github.com/RVC-Boss/GPT-SoVITS/pull/610) | |
| - Content: Fixed UVR5 reverb removal model where the setting was reversed. | |
| - Type: Fix | |
| - Contributor: Yuze Wang | |
| ## 202403 | |
| - 2024.03.06 [PR#675](https://github.com/RVC-Boss/GPT-SoVITS/pull/675) | |
| - Content: Enabled automatic CPU inference for Faster Whisper if no CUDA is available. | |
| - Type: Optimization | |
| - Contributor: ShiroDoMain | |
| - 2024.03.06 [Commit#616be20d](https://github.com/RVC-Boss/GPT-SoVITS/commit/616be20db3cf94f1cd663782fea61b2370704193) | |
| - Content: No longer requires downloading the Chinese FunASR model first when using Faster Whisper non-Chinese ASR. | |
| - Type: Optimization | |
| - Contributor: RVC-Boss | |
| - 2024.03.09 [PR#672](https://github.com/RVC-Boss/GPT-SoVITS/pull/672) | |
| - Content: Accelerated inference by 50% (tested on RTX3090 + PyTorch 2.2.1 + CU11.8 + Win10 + Py39). | |
| - Type: Optimization | |
| - Contributor: GoHomeToMacDonal | |
| - 2024.03.10 [PR#721](https://github.com/RVC-Boss/GPT-SoVITS/pull/721) | |
| - Content: Added a quick inference branch `fast_inference_`. | |
| - Type: Feature | |
| - Contributor: ChasonJiang | |
| - 2024.03.13 [PR#761](https://github.com/RVC-Boss/GPT-SoVITS/pull/761) | |
| - Content: Supported CPU training, using CPU for training on macOS. | |
| - Type: Feature | |
| - Contributor: Lion-Wu | |
| - 2024.03.19 [PR#804](https://github.com/RVC-Boss/GPT-SoVITS/pull/804), [PR#812](https://github.com/RVC-Boss/GPT-SoVITS/pull/812), [PR#821](https://github.com/RVC-Boss/GPT-SoVITS/pull/821) | |
| - Content: Optimized the English text frontend. | |
| - Type: Optimization | |
| - Contributor: KamioRinn | |
| - 2024.03.30 [PR#894](https://github.com/RVC-Boss/GPT-SoVITS/pull/894) | |
| - Content: Improved API format. | |
| - Type: Optimization | |
| - Contributor: KamioRinn | |
| ## 202404 | |
| - 2024.04.03 [PR#917](https://github.com/RVC-Boss/GPT-SoVITS/pull/917) | |
| - Content: Corrected FFmpeg command string formatting in UVR5 WebUI. | |
| - Type: Fix | |
| - Contributor: StaryLan | |
| ## 202405 | |
| - 2024.05.02 [PR#953](https://github.com/RVC-Boss/GPT-SoVITS/pull/953) | |
| - Content: Fixed the issue of SoVITS training without freezing VQ (which could cause quality degradation). | |
| - Type: Fix | |
| - Contributor: hcwu1993 | |
| - Related: [Issue#747](https://github.com/RVC-Boss/GPT-SoVITS/issues/747) | |
| - 2024.05.19 [PR#1102](https://github.com/RVC-Boss/GPT-SoVITS/pull/1102) | |
| - Content: Added error prompts for unsupported languages during training data processing. | |
| - Type: Optimization | |
| - Contributor: StaryLan | |
| - 2024.05.27 [PR#1132](https://github.com/RVC-Boss/GPT-SoVITS/pull/1132) | |
| - Content: Fixed the bug in Hubert extraction. | |
| - Type: Fix | |
| - Contributor: XXXXRT666 | |
| ## 202406 | |
| - 2024.06.06 [Commit#](https://github.com/RVC-Boss/GPT-SoVITS/commit/99f09c8bdc155c1f4272b511940717705509582a) | |
| - Content: Fixed the issue of WebUI's GPT fine-tuning not reading BERT feature of Chinese input texts, causing inconsistency with inference and potential quality degradation. | |
| **Caution: If you have previously fine-tuned with a large amount of data, it is recommended to retune the model to improve quality.** | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.06.07 [PR#1159](https://github.com/RVC-Boss/GPT-SoVITS/pull/1159) | |
| - Content: Fixed progress bar logic for SoVITS training in `s2_train.py`. | |
| - Type: Fix | |
| - Contributor: pengzhendong | |
| - 2024.06.10 [Commit#501a74ae](https://github.com/RVC-Boss/GPT-SoVITS/commit/501a74ae96789a26b48932babed5eb4e9483a232) | |
| - Content: Fixed string formatting when UVR5 MDXNet calls FFmpeg, ensuring compatibility with paths containing spaces. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.06.10 [PR#1168](https://github.com/RVC-Boss/GPT-SoVITS/pull/1168), [PR#1169](https://github.com/RVC-Boss/GPT-SoVITS/pull/1169) | |
| - Content: Improved the logic for pure punctuation and multi-punctuation text input. | |
| - Type: Fix | |
| - Contributor: XXXXRT666 | |
| - Related: [Issue#1165](https://github.com/RVC-Boss/GPT-SoVITS/issues/1165) | |
| - 2024.06.13 [Commit#db506705](https://github.com/RVC-Boss/GPT-SoVITS/commit/db50670598f0236613eefa6f2d5a23a271d82041) | |
| - Content: Fixed default batch size decimal issue in CPU inference. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.06.28 [PR#1258](https://github.com/RVC-Boss/GPT-SoVITS/pull/1258), [PR#1265](https://github.com/RVC-Boss/GPT-SoVITS/pull/1265), [PR#1267](https://github.com/RVC-Boss/GPT-SoVITS/pull/1267) | |
| - Content: Fixed issues where denoising or ASR encountering exceptions would exit all pending audio files. | |
| - Type: Fix | |
| - Contributor: XXXXRT666 | |
| - 2024.06.29 [Commit#a208698e](https://github.com/RVC-Boss/GPT-SoVITS/commit/a208698e775155efc95b187b746d153d0f2847ca) | |
| - Content: Fixed multi-process save logic for multi-GPU training. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2024.06.29 [PR#1251](https://github.com/RVC-Boss/GPT-SoVITS/pull/1251) | |
| - Content: Removed redundant `my_utils.py`. | |
| - Type: Optimization | |
| - Contributor: aoguai | |
| - Related: [Issue#1189](https://github.com/RVC-Boss/GPT-SoVITS/issues/1189) | |
| ## 202407 | |
| - 2024.07.06 [PR#1253](https://github.com/RVC-Boss/GPT-SoVITS/pull/1253) | |
| - Content: Fixed the issue of splitting decimals when splitting by punctuation. | |
| - Type: Fix | |
| - Contributor: aoguai | |
| - 2024.07.06 [Commit#](https://github.com/RVC-Boss/GPT-SoVITS/commit/b0786f2998f1b2fce6678434524b4e0e8cc716f5) | |
| - Content: The accelerated inference code has been validated and merged into the main branch, ensuring consistent inference effects with the base. It also supports accelerated inference in no-reference text mode. | |
| - Type: Optimization | |
| - Contributor: RVC-Boss, GoHomeToMacDonal | |
| - Related: [PR#672](https://github.com/RVC-Boss/GPT-SoVITS/pull/672) | |
| - Future updates will continue to verify the consistency of changes in the `fast_inference` branch. | |
| - 2024.07.13 [PR#1294](https://github.com/RVC-Boss/GPT-SoVITS/pull/1294), [PR#1298](https://github.com/RVC-Boss/GPT-SoVITS/pull/1298) | |
| - Content: Refactor i18n scanning and update multi-language configuration files. | |
| - Type: Documentation | |
| - Contributor: StaryLan | |
| - 2024.07.13 [PR#1299](https://github.com/RVC-Boss/GPT-SoVITS/pull/1299) | |
| - Content: Fixed issues where trailing slashes in user file paths caused command line errors. | |
| - Type: Fix | |
| - Contributor: XXXXRT666 | |
| - 2024.07.19 [PR#756](https://github.com/RVC-Boss/GPT-SoVITS/pull/756) | |
| - Content: Fix the inconsistency in training steps when using a custom `bucket_sampler` during GPT training. | |
| - Type: Fix | |
| - Contributor: huangxu1991 | |
| - 2024.07.23 [Commit#9588a3c5](https://github.com/RVC-Boss/GPT-SoVITS/commit/9588a3c52d9ebdb20b3c5d74f647d12e7c1171c2), [PR#1340](https://github.com/RVC-Boss/GPT-SoVITS/pull/1340) | |
| - Content: Support adjusting speech speed during synthesis, including an option to freeze randomness and only control speed. This feature has been updated to `api.py`. | |
| - Type: Feature | |
| - Contributor: RVC-Boss, 红血球AE3803 | |
| - 2024.07.27 [PR#1306](https://github.com/RVC-Boss/GPT-SoVITS/pull/1306), [PR#1356](https://github.com/RVC-Boss/GPT-SoVITS/pull/1356) | |
| - Content: Added support for the BS-RoFormer vocal accompaniment separation model. | |
| - Type: Feature | |
| - Contributor: KamioRinn | |
| - 2024.07.27 [PR#1351](https://github.com/RVC-Boss/GPT-SoVITS/pull/1351) | |
| - Content: Improved Chinese text frontend. | |
| - Type: Feature | |
| - Contributor: KamioRinn | |
| ## 202408 (V2 Version) | |
| - 2024.08.01 [PR#1355](https://github.com/RVC-Boss/GPT-SoVITS/pull/1355) | |
| - Content: Automatically fill in the paths when processing files in the WebUI. | |
| - Type: Chore | |
| - Contributor: XXXXRT666 | |
| - 2024.08.01 [Commit#e62e9653](https://github.com/RVC-Boss/GPT-SoVITS/commit/e62e965323a60a76a025bcaa45268c1ddcbcf05c) | |
| - Content: Enabled FP16 inference support for BS-Roformer. | |
| - Type: Performance Optimization | |
| - Contributor: RVC-Boss | |
| - 2024.08.01 [Commit#bce451a2](https://github.com/RVC-Boss/GPT-SoVITS/commit/bce451a2d1641e581e200297d01f219aeaaf7299), [Commit#4c8b7612](https://github.com/RVC-Boss/GPT-SoVITS/commit/4c8b7612206536b8b4435997acb69b25d93acb78) | |
| - Content: Optimized GPU recognition logic, added user-friendly logic to handle arbitrary GPU indices entered by users. | |
| - Type: Chore | |
| - Contributor: RVC-Boss | |
| - 2024.08.02 [Commit#ff6c193f](https://github.com/RVC-Boss/GPT-SoVITS/commit/ff6c193f6fb99d44eea3648d82ebcee895860a22)~[Commit#de7ee7c7](https://github.com/RVC-Boss/GPT-SoVITS/commit/de7ee7c7c15a2ec137feb0693b4ff3db61fad758) | |
| - Content: **Added GPT-SoVITS V2 model.** | |
| - Type: Feature | |
| - Contributor: RVC-Boss | |
| - 2024.08.03 [Commit#8a101474](https://github.com/RVC-Boss/GPT-SoVITS/commit/8a101474b5a4f913b4c94fca2e3ca87d0771bae3) | |
| - Content: Added support for Cantonese ASR by using FunASR. | |
| - Type: Feature | |
| - Contributor: RVC-Boss | |
| - 2024.08.03 [PR#1387](https://github.com/RVC-Boss/GPT-SoVITS/pull/1387), [PR#1388](https://github.com/RVC-Boss/GPT-SoVITS/pull/1388) | |
| - Content: Optimized UI and timing logic. | |
| - Type: Chore | |
| - Contributor: XXXXRT666 | |
| - 2024.08.06 [PR#1404](https://github.com/RVC-Boss/GPT-SoVITS/pull/1404), [PR#987](https://github.com/RVC-Boss/GPT-SoVITS/pull/987), [PR#488](https://github.com/RVC-Boss/GPT-SoVITS/pull/488) | |
| - Content: Optimized polyphonic character handling logic (V2 Only). | |
| - Type: Fix, Feature | |
| - Contributor: KamioRinn, RVC-Boss | |
| - 2024.08.13 [PR#1422](https://github.com/RVC-Boss/GPT-SoVITS/pull/1422) | |
| - Content: Fixed bug where only one reference audio could be uploaded; added dataset validation with warning popups for missing files. | |
| - Type: Fix, Chore | |
| - Contributor: XXXXRT666 | |
| - 2024.08.20 [Issue#1508](https://github.com/RVC-Boss/GPT-SoVITS/issues/1508) | |
| - Content: Upstream LangSegment library now supports optimizing numbers, phone numbers, dates, and times using SSML tags. | |
| - Type: Feature | |
| - Contributor: juntaosun | |
| - 2024.08.20 [PR#1503](https://github.com/RVC-Boss/GPT-SoVITS/pull/1503) | |
| - Content: Fixed and optimized API. | |
| - Type: Fix | |
| - Contributor: KamioRinn | |
| - 2024.08.20 [PR#1490](https://github.com/RVC-Boss/GPT-SoVITS/pull/1490) | |
| - Content: Merged `fast_inference` branch into the main branch. | |
| - Type: Refactor | |
| - Contributor: ChasonJiang | |
| - 2024.08.21 **Officially released GPT-SoVITS V2 version.** | |
| ## 202502 (V3 Version) | |
| - 2025.02.11 [Commit#ed207c4b](https://github.com/RVC-Boss/GPT-SoVITS/commit/ed207c4b879d5296e9be3ae5f7b876729a2c43b8)~[Commit#6e2b4918](https://github.com/RVC-Boss/GPT-SoVITS/commit/6e2b49186c5b961f0de41ea485d398dffa9787b4) | |
| - Content: **Added GPT-SoVITS V3 model, which requires 14GB VRAM for fine-tuning.** | |
| - Type: Feature (Refer to [Wiki](https://github.com/RVC-Boss/GPT-SoVITS/wiki/GPT%E2%80%90SoVITS%E2%80%90v3%E2%80%90features-(%E6%96%B0%E7%89%B9%E6%80%A7))) | |
| - Contributor: RVC-Boss | |
| - 2025.02.12 [PR#2032](https://github.com/RVC-Boss/GPT-SoVITS/pull/2032) | |
| - Content: Updated multilingual project documentation. | |
| - Type: Documentation | |
| - Contributor: StaryLan | |
| - 2025.02.12 [PR#2033](https://github.com/RVC-Boss/GPT-SoVITS/pull/2033) | |
| - Content: Updated Japanese documentation. | |
| - Type: Documentation | |
| - Contributor: Fyphen | |
| - 2025.02.12 [PR#2010](https://github.com/RVC-Boss/GPT-SoVITS/pull/2010) | |
| - Content: Optimized attention calculation logic. | |
| - Type: Performance Optimization | |
| - Contributor: wzy3650 | |
| - 2025.02.12 [PR#2040](https://github.com/RVC-Boss/GPT-SoVITS/pull/2040) | |
| - Content: Added gradient checkpointing support for fine-tuning, requiring 12GB VRAM. | |
| - Type: Feature | |
| - Contributor: Kakaru Hayate | |
| - 2025.02.14 [PR#2047](https://github.com/RVC-Boss/GPT-SoVITS/pull/2047), [PR#2062](https://github.com/RVC-Boss/GPT-SoVITS/pull/2062), [PR#2073](https://github.com/RVC-Boss/GPT-SoVITS/pull/2073) | |
| - Content: Switched to a new language segmentation tool, improved multilingual mixed-text splitting strategy, and optimized number and English processing logic. | |
| - Type: Feature | |
| - Contributor: KamioRinn | |
| - 2025.02.23 [Commit#56509a17](https://github.com/RVC-Boss/GPT-SoVITS/commit/56509a17c918c8d149c48413a672b8ddf437495b)~[Commit#514fb692](https://github.com/RVC-Boss/GPT-SoVITS/commit/514fb692db056a06ed012bc3a5bca2a5b455703e) | |
| - Content: **GPT-SoVITS V3 model now supports LoRA training, requiring 8GB GPU Memory for fine-tuning.** | |
| - Type: Feature | |
| - Contributor: RVC-Boss | |
| - 2025.02.23 [PR#2078](https://github.com/RVC-Boss/GPT-SoVITS/pull/2078) | |
| - Content: Added Mel Band Roformer model support for vocal and Instrument separation. | |
| - Type: Feature | |
| - Contributor: Sucial | |
| - 2025.02.26 [PR#2112](https://github.com/RVC-Boss/GPT-SoVITS/pull/2112), [PR#2114](https://github.com/RVC-Boss/GPT-SoVITS/pull/2114) | |
| - Content: Fixed MeCab error under Chinese paths (specifically for Japanese/Korean or multilingual text splitting). | |
| - Type: Fix | |
| - Contributor: KamioRinn | |
| - 2025.02.27 [Commit#92961c3f](https://github.com/RVC-Boss/GPT-SoVITS/commit/92961c3f68b96009ff2cd00ce614a11b6c4d026f)~[Commit#250b1c73](https://github.com/RVC-Boss/GPT-SoVITS/commit/250b1c73cba60db18148b21ec5fbce01fd9d19bc) | |
| - Content: **Added 24kHz to 48kHz audio super-resolution models** to alleviate the "muffled" audio issue when generating 24K audio with V3 model. | |
| - Type: Feature | |
| - Contributor: RVC-Boss | |
| - Related: [Issue#2085](https://github.com/RVC-Boss/GPT-SoVITS/issues/2085), [Issue#2117](https://github.com/RVC-Boss/GPT-SoVITS/issues/2117) | |
| - 2025.02.28 [PR#2123](https://github.com/RVC-Boss/GPT-SoVITS/pull/2123) | |
| - Content: Updated multilingual project documentation. | |
| - Type: Documentation | |
| - Contributor: StaryLan | |
| - 2025.02.28 [PR#2122](https://github.com/RVC-Boss/GPT-SoVITS/pull/2122) | |
| - Content: Applied rule-based detection for short CJK characters when model cannot identify them. | |
| - Type: Fix | |
| - Contributor: KamioRinn | |
| - Related: [Issue#2116](https://github.com/RVC-Boss/GPT-SoVITS/issues/2116) | |
| - 2025.02.28 [Commit#c38b1690](https://github.com/RVC-Boss/GPT-SoVITS/commit/c38b16901978c1db79491e16905ea3a37a7cf686), [Commit#a32a2b89](https://github.com/RVC-Boss/GPT-SoVITS/commit/a32a2b893436fad56cc82409121c7fa36a1815d5) | |
| - Content: Added speech rate parameter to control synthesis speed. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2025.02.28 **Officially released GPT-SoVITS V3**. | |
| ## 202503 | |
| - 2025.03.31 [PR#2236](https://github.com/RVC-Boss/GPT-SoVITS/pull/2236) | |
| - Content: Fixed issues caused by incorrect versions of dependencies. | |
| - Type: Fix | |
| - Contributor: XXXXRT666 | |
| - Related: | |
| - PyOpenJTalk: [Issue#1131](https://github.com/RVC-Boss/GPT-SoVITS/issues/1131), [Issue#2231](https://github.com/RVC-Boss/GPT-SoVITS/issues/2231), [Issue#2233](https://github.com/RVC-Boss/GPT-SoVITS/issues/2233). | |
| - ONNX: [Issue#492](https://github.com/RVC-Boss/GPT-SoVITS/issues/492), [Issue#671](https://github.com/RVC-Boss/GPT-SoVITS/issues/671), [Issue#1192](https://github.com/RVC-Boss/GPT-SoVITS/issues/1192), [Issue#1819](https://github.com/RVC-Boss/GPT-SoVITS/issues/1819), [Issue#1841](https://github.com/RVC-Boss/GPT-SoVITS/issues/1841). | |
| - Pydantic: [Issue#2230](https://github.com/RVC-Boss/GPT-SoVITS/issues/2230), [Issue#2239](https://github.com/RVC-Boss/GPT-SoVITS/issues/2239). | |
| - PyTorch-Lightning: [Issue#2174](https://github.com/RVC-Boss/GPT-SoVITS/issues/2174). | |
| - 2025.03.31 [PR#2241](https://github.com/RVC-Boss/GPT-SoVITS/pull/2241) | |
| - Content: **Enabled parallel inference for SoVITS v3.** | |
| - Type: Feature | |
| - Contributor: ChasonJiang | |
| - Fixed other minor bugs. | |
| - Integrated package fixes for ONNX runtime GPU inference support: | |
| - Type: Fix | |
| - Details: | |
| - ONNX models within G2PW switched from CPU to GPU inference, significantly reducing CPU bottleneck; | |
| - foxjoy dereverberation model now supports GPU inference. | |
| ## 202504 (V4 Version) | |
| - 2025.04.01 [Commit#6a60e5ed](https://github.com/RVC-Boss/GPT-SoVITS/commit/6a60e5edb1817af4a61c7a5b196c0d0f1407668f) | |
| - Content: Unlocked SoVITS v3 parallel inference; fixed asynchronous model loading logic. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2025.04.07 [PR#2255](https://github.com/RVC-Boss/GPT-SoVITS/pull/2255) | |
| - Content: Code formatting using Ruff; updated G2PW link. | |
| - Type: Style | |
| - Contributor: XXXXRT666 | |
| - 2025.04.15 [PR#2290](https://github.com/RVC-Boss/GPT-SoVITS/pull/2290) | |
| - Content: Cleaned up documentation; added Python 3.11 support; updated installers. | |
| - Type: Chore | |
| - Contributor: XXXXRT666 | |
| - 2025.04.20 [PR#2300](https://github.com/RVC-Boss/GPT-SoVITS/pull/2300) | |
| - Content: Updated Colab, installation files, and model downloads. | |
| - Type: Chore | |
| - Contributor: XXXXRT666 | |
| - 2025.04.20 [Commit#e0c452f0](https://github.com/RVC-Boss/GPT-SoVITS/commit/e0c452f0078e8f7eb560b79a54d75573fefa8355)~[Commit#9d481da6](https://github.com/RVC-Boss/GPT-SoVITS/commit/9d481da610aa4b0ef8abf5651fd62800d2b4e8bf) | |
| - Content: **Added GPT-SoVITS V4 model.** | |
| - Type: Feature | |
| - Contributor: RVC-Boss | |
| - 2025.04.21 [Commit#8b394a15](https://github.com/RVC-Boss/GPT-SoVITS/commit/8b394a15bce8e1d85c0b11172442dbe7a6017ca2)~[Commit#bc2fe5ec](https://github.com/RVC-Boss/GPT-SoVITS/commit/bc2fe5ec86536c77bb3794b4be263ac87e4fdae6), [PR#2307](https://github.com/RVC-Boss/GPT-SoVITS/pull/2307) | |
| - Content: Enabled parallel inference for V4. | |
| - Type: Feature | |
| - Contributor: RVC-Boss, ChasonJiang | |
| - 2025.04.22 [Commit#7405427a](https://github.com/RVC-Boss/GPT-SoVITS/commit/7405427a0ab2a43af63205df401fd6607a408d87)~[Commit#590c83d7](https://github.com/RVC-Boss/GPT-SoVITS/commit/590c83d7667c8d4908f5bdaf2f4c1ba8959d29ff), [PR#2309](https://github.com/RVC-Boss/GPT-SoVITS/pull/2309) | |
| - Content: Fixed model version parameter passing. | |
| - Type: Fix | |
| - Contributor: RVC-Boss, ChasonJiang | |
| - 2025.04.22 [Commit#fbdab94e](https://github.com/RVC-Boss/GPT-SoVITS/commit/fbdab94e17d605d85841af6f94f40a45976dd1d9), [PR#2310](https://github.com/RVC-Boss/GPT-SoVITS/pull/2310) | |
| - Content: Fixed Numpy and Numba version mismatch issue; updated librosa version. | |
| - Type: Fix | |
| - Contributor: RVC-Boss, XXXXRT666 | |
| - Related: [Issue#2308](https://github.com/RVC-Boss/GPT-SoVITS/issues/2308) | |
| - **2024.04.22 Officially released GPT-SoVITS V4**. | |
| - 2025.04.22 [PR#2311](https://github.com/RVC-Boss/GPT-SoVITS/pull/2311) | |
| - Content: Updated Gradio parameters. | |
| - Type: Chore | |
| - Contributor: XXXXRT666 | |
| - 2025.04.25 [PR#2322](https://github.com/RVC-Boss/GPT-SoVITS/pull/2322) | |
| - Content: Improved Colab/Kaggle notebook scripts. | |
| - Type: Chore | |
| - Contributor: XXXXRT666 | |
| ## 202505 | |
| - 2025.05.26 [PR#2351](https://github.com/RVC-Boss/GPT-SoVITS/pull/2351) | |
| - Content: Improved Docker and Windows auto-build scripts; added pre-commit formatting. | |
| - Type: Chore | |
| - Contributor: XXXXRT666 | |
| - 2025.05.26 [PR#2408](https://github.com/RVC-Boss/GPT-SoVITS/pull/2408) | |
| - Content: Optimized multilingual text splitting and recognition logic. | |
| - Type: Fix | |
| - Contributor: KamioRinn | |
| - Related: [Issue#2404](https://github.com/RVC-Boss/GPT-SoVITS/issues/2404) | |
| - 2025.05.26 [PR#2377](https://github.com/RVC-Boss/GPT-SoVITS/pull/2377) | |
| - Content: Implemented caching strategies to improve SoVITS V3/V4 inference speed by 10%. | |
| - Type: Performance Optimization | |
| - Contributor: Kakaru Hayate | |
| - 2025.05.26 [Commit#4d9d56b1](https://github.com/RVC-Boss/GPT-SoVITS/commit/4d9d56b19638dc434d6eefd9545e4d8639a3e072), [Commit#8c705784](https://github.com/RVC-Boss/GPT-SoVITS/commit/8c705784c50bf438c7b6d0be33a9e5e3cb90e6b2), [Commit#fafe4e7f](https://github.com/RVC-Boss/GPT-SoVITS/commit/fafe4e7f120fba56c5f053c6db30aa675d5951ba) | |
| - Content: Updated the annotation interface with a reminder: click Submit Text after completing each page, or changes will not be saved. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| - 2025.05.29 [Commit#1934fc1e](https://github.com/RVC-Boss/GPT-SoVITS/commit/1934fc1e1b22c4c162bba1bbe7d7ebb132944cdc) | |
| - Content: Fixed UVR5 and ONNX dereverberation model errors when FFmpeg encodes MP3/M4A files with spaces in original paths. | |
| - Type: Fix | |
| - Contributor: RVC-Boss | |
| ## 202506 (V2Pro Series) | |
| - 2025.06.03 [PR#2420](https://github.com/RVC-Boss/GPT-SoVITS/pull/2420) | |
| - Content: Updated multilingual project documentation. | |
| - Type: Documentation | |
| - Contributor: StaryLan | |
| - 2025.06.04 [PR#2417](https://github.com/RVC-Boss/GPT-SoVITS/pull/2417) | |
| - Content: Support exporting V4 with TorchScript. | |
| - Type: Feature | |
| - Contributor: L-jasmine | |
| - 2025.06.04 [Commit#b7c0c5ca](https://github.com/RVC-Boss/GPT-SoVITS/commit/b7c0c5ca878bcdd419fd86bf80dba431a6653356)~[Commit#298ebb03](https://github.com/RVC-Boss/GPT-SoVITS/commit/298ebb03c5a719388527ae6a586c7ea960344e70) | |
| - Content: **Added GPT-SoVITS V2Pro Series model (V2Pro, V2ProPlus).**. | |
| - Type: Feature | |
| - Contributor: RVC-Boss | |
| - 2025.06.05 [PR#2426](https://github.com/RVC-Boss/GPT-SoVITS/pull/2426) | |
| - Description: Fix initialization error in `config/inference_webui`. | |
| - Type: Fix | |
| - Contributor: StaryLan | |
| - 2025.06.05 [PR#2427](https://github.com/RVC-Boss/GPT-SoVITS/pull/2427), [Commit#7d70852a](https://github.com/RVC-Boss/GPT-SoVITS/commit/7d70852a3f67c3b52e3a62857f8663d529efc8cd), [PR#2434](https://github.com/RVC-Boss/GPT-SoVITS/pull/2434) | |
| - Content: Optimized automatic precision detection logic; added collapsible functionality to WebUI frontend modules. | |
| - Type: New Feature | |
| - Contributors: XXXXRT666, RVC-Boss | |