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The Top 22 Non Autoregressive Open Source Projects

Open source projects categorized as Non Autoregressive
Categories > Non Autoregressive
Soundstorm Pytorch ⭐ 1,054
Implementation of SoundStorm, Efficient Parallel Audio Generation from Google Deepmind, in Pytorch
total releases 33most recent commit 6 months ago
Matcha Tts ⭐ 276
[ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching
most recent commit 5 months ago
Portaspeech ⭐ 211
PyTorch Implementation of PortaSpeech: Portable and High-Quality Generative Text-to-Speech
most recent commit 2 years ago
What I Have Read ⭐ 149
Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers
most recent commit 2 years ago
Comprehensive Transformer Tts ⭐ 146
A Non-Autoregressive Transformer based TTS, supporting a family of SOTA transformers with supervised and unsupervised duration modelings. This project grows with the research community, aiming to achieve the ultimate TTS.
most recent commit 2 years ago
Cross Speaker Emotion Transfer ⭐ 104
PyTorch Implementation of ByteDance's Cross-speaker Emotion Transfer Based on Speaker Condition Layer Normalization and Semi-Supervised Training in Text-To-Speech
most recent commit 2 years ago
Stylespeech ⭐ 100
PyTorch Implementation of Meta-StyleSpeech : Multi-Speaker Adaptive Text-to-Speech Generation
most recent commit 2 years ago
Diffsinger ⭐ 85
PyTorch implementation of DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (focused on DiffSpeech)
most recent commit 2 years ago
Reparam Discrete Diffusion ⭐ 81
Reparameterized Discrete Diffusion Models for Text Generation
most recent commit a year ago
Parallel Tacotron2 ⭐ 80
PyTorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling
most recent commit 3 years ago
Comprehensive E2e Tts ⭐ 71
A Non-Autoregressive End-to-End Text-to-Speech (text-to-wav), supporting a family of SOTA unsupervised duration modelings. This project grows with the research community, aiming to achieve the ultimate E2E-TTS
most recent commit 2 years ago
Diffgan Tts ⭐ 52
PyTorch Implementation of DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs
most recent commit 2 years ago
Expressive Fastspeech2 ⭐ 41
PyTorch Implementation of Non-autoregressive Expressive (emotional, conversational) TTS based on FastSpeech2, supporting English, Korean, and your own languages.
most recent commit 3 years ago
Daft Exprt ⭐ 36
PyTorch Implementation of Daft-Exprt: Robust Prosody Transfer Across Speakers for Expressive Speech Synthesis
most recent commit 3 years ago
Wavegrad2 ⭐ 35
PyTorch Implementation of Google Brain's WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis
most recent commit 3 years ago
Vaenar Tts ⭐ 25
PyTorch Implementation of VAENAR-TTS: Variational Auto-Encoder based Non-AutoRegressive Text-to-Speech Synthesis.
most recent commit 3 years ago
Glop ⭐ 22
[AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time
most recent commit 6 months ago
Fastpitchformant ⭐ 21
PyTorch Implementation of NCSOFT's FastPitchFormant: Source-filter based Decomposed Modeling for Speech Synthesis
most recent commit 3 years ago
Specdec ⭐ 16
Codes for our paper "Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation" (EMNLP 2023 Findings)
most recent commit 6 months ago
Ctc Copy ⭐ 9
[EMNLP'23] Code for "Non-autoregressive Text Editing with Copy-aware Latent Alignments".
most recent commit 8 months ago
Deep Learning Tts Template ⭐ 8
This is a template for the Non-autoregressive Deep Learning-Based TTS model (in PyTorch).
most recent commit 3 years ago
Continualnat ⭐ 6
M.Sc. thesis on Continual Learning for Non-Autoregressive Neural Machine Translation
most recent commit 7 months ago
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