Tacotron TTS Models Voice AI Tools

Implementations and variants of Tacotron and Tacotron2 neural architectures for end-to-end text-to-speech synthesis. Does NOT include other TTS architectures (FastSpeech, Glow-TTS, VITS), neural vocoders, or non-TTS applications.

There are 77 tacotron tts models tools tracked. 6 score above 50 (established tier). The highest-rated is bshall/Tacotron at 55/100 with 115 stars.

Get all 77 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	bshall/Tacotron A PyTorch implementation of Location-Relative Attention Mechanisms For...	55	Established	115	Python
2	Kyubyong/dc_tts A TensorFlow Implementation of DC-TTS: yet another text-to-speech model	51	Established	1,159	Python
3	DemisEom/SpecAugment A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain	51	Established	656	Python
4	Rayhane-mamah/Tacotron-2 DeepMind's Tacotron-2 Tensorflow implementation	51	Established	2,317	Python
5	Kyubyong/tacotron A TensorFlow Implementation of Tacotron: A Fully End-to-End Text-To-Speech...	51	Established	1,833	Python
6	vlomme/Multi-Tacotron-Voice-Cloning Phoneme multilingual(Russian-English) voice cloning based on	50	Established	397	Python
7	enhuiz/vall-e An unofficial PyTorch implementation of the audio LM VALL-E	48	Emerging	2,992	Python
8	KinglittleQ/GST-Tacotron A PyTorch implementation of Style Tokens: Unsupervised Style Modeling,...	48	Emerging	374	Python
9	ivanvovk/durian-pytorch Implementation of "Duration Informed Attention Network for Multimodal...	48	Emerging	184	Python
10	yl4579/PitchExtractor Deep Neural Pitch Extractor for Voice Conversion and TTS Training	47	Emerging	147	Python
11	cvqluu/Factorized-TDNN PyTorch implementation of the Factorized TDNN (TDNN-F) from "Semi-Orthogonal...	47	Emerging	149	Python
12	keonlee9420/Parallel-Tacotron2 PyTorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive...	47	Emerging	191	Python
13	BogiHsu/Tacotron2-PyTorch Yet another PyTorch implementation of Tacotron 2 with reduction factor and...	47	Emerging	148	Python
14	soobinseo/Tacotron-pytorch Pytorch implementation of Tacotron	47	Emerging	206	Python
15	Kyubyong/tacotron_asr Speech Recognition Using Tacotron	47	Emerging	164	Python
16	deterministic-algorithms-lab/Cross-Lingual-Voice-Cloning Tacotron 2 - PyTorch implementation with faster-than-realtime inference...	46	Emerging	360	Jupyter Notebook
17	ide8/tacotron2 Multispeaker & Emotional TTS based on Tacotron 2 and Waveglow	46	Emerging	128	Jupyter Notebook
18	chaiyujin/dctts-pytorch The pytorch implementation of DC-TTS	45	Emerging	76	Python
19	hash2430/pitchtron TTS for pitch-accented language. Korean dialect DB.	45	Emerging	157	Python
20	rishikksh20/vae_tacotron2 VAE Tacotron 2, an alternative of GST Tacotron	45	Emerging	90	Python
21	ttaoREtw/Tacotron-pytorch A Pytorch Implementation of Tacotron: End-to-end Text-to-speech Deep-Learning Model	44	Emerging	110	Python
22	keonlee9420/VAENAR-TTS PyTorch Implementation of VAENAR-TTS: Variational Auto-Encoder based...	43	Emerging	73	Python
23	sp-nitech/DNN-HSMM pytorch implementation of DNN-HSMM for TTS	43	Emerging	70	Python
24	rishikksh20/gmvae_tacotron Gaussian Mixture VAE Tacotron	41	Emerging	54	Python
25	hcy71o/SNAC Unofficial Pytorch implementation of SNAC: Speaker-normalized affine...	40	Emerging	57	Python
26	lokkelvin2/tacotron2-tts-GUI Text To Speech (TTS) GUI wrapper for NVIDIA Tacotron 2+Waveglow. For custom...	40	Emerging	37	Python
27	andi611/TTS-Tacotron-Pytorch Pytorch implementation of Tacotron, a speech synthesis end-to-end generative...	40	Emerging	29	Python
28	ivanvovk/compressed-tacotron2-pytorch Compressed version of Tacotron 2 using Tensor Train + Waveglow.	39	Emerging	22	Jupyter Notebook
29	andi611/CS-Tacotron-Pytorch Pytorch implementation of CS-Tacotron, a code-switching speech synthesis...	38	Emerging	23	Python
30	Kyubyong/specAugment Tensor2tensor experiment with SpecAugment	38	Emerging	46	Python
31	e-c-k-e-r/vall-e An unofficial PyTorch implementation of VALL-E	37	Emerging	88	Python
32	Wendison/FCL-taco2 Official implementation of FCL-taco2: Fast, Controllable and Lightweight...	37	Emerging	40	Python
33	MahtaFetrat/ManaTTS-Persian-Tacotron2-Model Tacotron2 Persian Text-to-Speech Model trained on ManaTTS, the largest open...	36	Emerging	10	Jupyter Notebook
34	atomicoo/Tacotron2-PyTorch PyTorch implementation of Tacotron-2. Tacotron-2 的 PyTorch 实现。	35	Emerging	14	Python
35	rishikksh20/AudioMAE-pytorch Unofficial PyTorch implementation of Masked Autoencoders that Listen	35	Emerging	71	Python
36	voice-cloning-app/Voice-API API template for deploying tacotron2 voices	34	Emerging	3	Python
37	rishikksh20/TalkNet2-pytorch TalkNet 2: Non-Autoregressive Depth-Wise Separable Convolutional Model for...	34	Emerging	89	Python
38	A-Jacobson/tacotron2 pytorch tacotron2 https://arxiv.org/pdf/1712.05884.pdf	34	Emerging	43	Jupyter Notebook
39	rishikksh20/VQ-TTS-pytorch Unofficial Pytorch implementation of paper VQTTS: High-Fidelity...	34	Emerging	4	Python
40	keonlee9420/Stepwise_Monotonic_Multihead_Attention PyTorch Implementation of Stepwise Monotonic Multihead Attention similar to...	34	Emerging	39	Python
41	kaituoxu/Tacotron2 A PyTorch implementation of Tacotron2, an end-to-end text-to-speech(TTS)...	34	Emerging	52	Python
42	stefantaubert/tacotron-cli Command-line interface to train Tacotron 2 using .wav <=> .TextGrid pairs.	33	Emerging	6	Python
43	Mildemelwe/Non-English-Tacotron-2-Training-Notebook Tacotron 2 training notebook supporting Japanese, French, and Mandarin	33	Emerging	11	Jupyter Notebook
44	gokhaneraslan/tacotron2-tts-training Training Tacotron 2 Text-to-Speech (TTS)	32	Emerging	3	Python
45	KinglittleQ/Tacotron An implementation of Tacotron with Pytorch0.4	32	Emerging	4	Python
46	Yangyangii/TPGST-Tacotron Google's TPGST reimplementation.	32	Emerging	34	Python
47	esoyeon/KoreanTTS Korean Text To Speech Project: Using Tacotron1, Tacotron2, Wavenet and Melgan	32	Emerging	38	Jupyter Notebook
48	hpbyte/myanmar-tts Myanmar Text-to-Speech with End-to-End Speech Synthesis	31	Emerging	20	Python
49	SeanPLeary/dc_tts-transfer-learning Transfer learning exploration of dc_tts text-to-speech model	30	Emerging	21	Python
50	gillesdegottex/percivaltts ATTENTION! This is a mirror of the following GitLab project:	30	Emerging	2	Python
51	Yangyangii/DeepConvolutionalTTS-pytorch Deep Convolutional TTS pytorch implementation	29	Experimental	27	Python
52	Yangyangii/Tacotron-pytorch Tacotron implementation with pytorch 1.0	28	Experimental	10	Python
53	Yangyangii/AdvDCTTS Implementation of DCTTS with Adversarial Training	27	Experimental	12	Python
54	chinoll/ACGTTS Galgame角色语音生成	26	Experimental	41	Python
55	kan-bayashi/Taco2withBERT Tacotron2 with BERT examples	26	Experimental	10	HTML
56	KuchikiRenji/vall-e Unofficial PyTorch implementation of VALL-E: zero-shot text-to-speech and...	25	Experimental	2	Python
57	etosworld/etos-tts Deep Learning TTS, Based on PyTorch Implementation of Tacotron: A Fully...	25	Experimental	7	Python
58	dongheehand/Tacotron-PyTorch PyTorch implementation of Tacotron	24	Experimental	5	Python
59	Mildemelwe/Japanese-Tacotron-2-notebook Training notebook for Japanese TTS model with Tacotron 2	24	Experimental	3	Jupyter Notebook
60	KubiakJakub01/Valle2 Implementation of TTS and ASR model based on VALL-E X architecture	23	Experimental	4	Python
61	WelkinYang/Tacotron2-pytorch Tacotron2 implemented by pytorch	22	Experimental	6	Python
62	NatGr/dc-tts-pytorch pytorch implementation of dc-tts enabling mixed precision training and...	22	Experimental	2	Python
63	boboyiyi/multi_speaker_tacotron A TensorFlow implementation of multi speaker Tacotron speech synthesis	22	Experimental	2	Python
64	StarxSky/tacotron2-JP Base on "tacotron2-jpanese" builded & change	20	Experimental	7	Jupyter Notebook
65	rmcpantoja/ForwardTacotron-NVDA An attempt to implement support for ForwardTacotron TTS using client (the...	20	Experimental	6	Python
66	XinleiNIU/LatentOptimalPathsBayesianDP Implementation of Latent Optimal Path by Gumbel Propagation for Variational...	20	Experimental	5	Python
67	keonlee9420/tacotron2_MMI Another PyTorch implementation of Tacotron2 MMI (with waveglow) which...	20	Experimental	5	Jupyter Notebook
68	many-pw/tacotron golang implementation of tacotron	19	Experimental	3	Go
69	mathigatti/dc_tts A TensorFlow Implementation of DC-TTS: yet another text-to-speech model	18	Experimental	2	Python
70	mahshid1378/Parallel-Tacotron2 PyTorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive...	17	Experimental	1	Python
71	Yangyangii/F0-DCTTS DCTTS with F0	12	Experimental	6	Python
72	MlWoo/Tacotron2-PyTorch TTS	12	Experimental	5	Python
73	AppleHolic/tacotron2-pytorch Pytorch implementation of Tacotron 2 (https://arxiv.org/pdf/1712.05884.pdf)	11	Experimental	4	Python
74	watchstep/glow-tts-jejueo 제주어 음성 합성 (보완 중)	11	Experimental	3	Jupyter Notebook
75	ColdFir5/Uberduck-Tacotron2-Multi-Speaker-GSTs-Implementation Currently this is not working as the repo used to make the notebook work is...	11	Experimental	3	Jupyter Notebook
76	tuan3w/ddsp-pytorch Incomplete DDSP implementation in Pytorch	10	Experimental	2	Python
77	mark-koch/deep-convolutional-tts A PyTorch implementation of DCTTS: https://arxiv.org/pdf/1710.08969	10	Experimental	2	Python

Comparisons in this category

Tacotron-2 and tacotron (51 vs 51) dc_tts and tacotron (51 vs 51) Tacotron-2 and Tacotron-pytorch (51 vs 47) Tacotron-2 and Tacotron2-PyTorch (51 vs 47) Tacotron-2 and tacotron2 (51 vs 46) Tacotron-2 and vae_tacotron2 (51 vs 45) tacotron and GST-Tacotron (51 vs 48) tacotron and Tacotron-pytorch (51 vs 47) tacotron and tacotron_asr (51 vs 47) Tacotron and tacotron (55 vs 51)