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 70 tacotron tts models tools tracked. 1 score above 50 (established tier). The highest-rated is bshall/Tacotron at 51/100 with 115 stars and 32 monthly downloads.

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#	Tool	Score	Tier	Stars	Language
1	bshall/Tacotron A PyTorch implementation of Location-Relative Attention Mechanisms For...	51	Established	115	Python
2	enhuiz/vall-e An unofficial PyTorch implementation of the audio LM VALL-E	48	Emerging	2,992	Python
3	DemisEom/SpecAugment A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain	44	Emerging	656	Python
4	Kyubyong/tacotron A TensorFlow Implementation of Tacotron: A Fully End-to-End Text-To-Speech...	44	Emerging	1,833	Python
5	Rayhane-mamah/Tacotron-2 DeepMind's Tacotron-2 Tensorflow implementation	44	Emerging	2,317	Python
6	Kyubyong/dc_tts A TensorFlow Implementation of DC-TTS: yet another text-to-speech model	44	Emerging	1,159	Python
7	vlomme/Multi-Tacotron-Voice-Cloning Phoneme multilingual(Russian-English) voice cloning based on	43	Emerging	397	Python
8	ivanvovk/durian-pytorch Implementation of "Duration Informed Attention Network for Multimodal...	41	Emerging	184	Python
9	KinglittleQ/GST-Tacotron A PyTorch implementation of Style Tokens: Unsupervised Style Modeling,...	41	Emerging	374	Python
10	BogiHsu/Tacotron2-PyTorch Yet another PyTorch implementation of Tacotron 2 with reduction factor and...	40	Emerging	148	Python
11	keonlee9420/Parallel-Tacotron2 PyTorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive...	40	Emerging	191	Python
12	yl4579/PitchExtractor Deep Neural Pitch Extractor for Voice Conversion and TTS Training	40	Emerging	147	Python
13	Kyubyong/tacotron_asr Speech Recognition Using Tacotron	40	Emerging	164	Python
14	soobinseo/Tacotron-pytorch Pytorch implementation of Tacotron	40	Emerging	206	Python
15	cvqluu/Factorized-TDNN PyTorch implementation of the Factorized TDNN (TDNN-F) from "Semi-Orthogonal...	40	Emerging	149	Python
16	ide8/tacotron2 Multispeaker & Emotional TTS based on Tacotron 2 and Waveglow	39	Emerging	128	Jupyter Notebook
17	deterministic-algorithms-lab/Cross-Lingual-Voice-Cloning Tacotron 2 - PyTorch implementation with faster-than-realtime inference...	39	Emerging	360	Jupyter Notebook
18	chaiyujin/dctts-pytorch The pytorch implementation of DC-TTS	38	Emerging	76	Python
19	hash2430/pitchtron TTS for pitch-accented language. Korean dialect DB.	38	Emerging	157	Python
20	rishikksh20/vae_tacotron2 VAE Tacotron 2, an alternative of GST Tacotron	38	Emerging	90	Python
21	ttaoREtw/Tacotron-pytorch A Pytorch Implementation of Tacotron: End-to-end Text-to-speech Deep-Learning Model	37	Emerging	110	Python
22	keonlee9420/VAENAR-TTS PyTorch Implementation of VAENAR-TTS: Variational Auto-Encoder based...	36	Emerging	73	Python
23	sp-nitech/DNN-HSMM pytorch implementation of DNN-HSMM for TTS	36	Emerging	70	Python
24	rishikksh20/gmvae_tacotron Gaussian Mixture VAE Tacotron	34	Emerging	54	Python
25	andi611/TTS-Tacotron-Pytorch Pytorch implementation of Tacotron, a speech synthesis end-to-end generative...	33	Emerging	29	Python
26	hcy71o/SNAC Unofficial Pytorch implementation of SNAC: Speaker-normalized affine...	33	Emerging	57	Python
27	lokkelvin2/tacotron2-tts-GUI Text To Speech (TTS) GUI wrapper for NVIDIA Tacotron 2+Waveglow. For custom...	33	Emerging	37	Python
28	ivanvovk/compressed-tacotron2-pytorch Compressed version of Tacotron 2 using Tensor Train + Waveglow.	32	Emerging	22	Jupyter Notebook
29	andi611/CS-Tacotron-Pytorch Pytorch implementation of CS-Tacotron, a code-switching speech synthesis...	31	Emerging	23	Python
30	Kyubyong/specAugment Tensor2tensor experiment with SpecAugment	31	Emerging	46	Python
31	Wendison/FCL-taco2 Official implementation of FCL-taco2: Fast, Controllable and Lightweight...	30	Emerging	40	Python
32	e-c-k-e-r/vall-e An unofficial PyTorch implementation of VALL-E	30	Emerging	88	Python
33	MahtaFetrat/ManaTTS-Persian-Tacotron2-Model Tacotron2 Persian Text-to-Speech Model trained on ManaTTS, the largest open...	29	Experimental	10	Jupyter Notebook
34	rishikksh20/AudioMAE-pytorch Unofficial PyTorch implementation of Masked Autoencoders that Listen	28	Experimental	71	Python
35	atomicoo/Tacotron2-PyTorch PyTorch implementation of Tacotron-2. Tacotron-2 的 PyTorch 实现。	28	Experimental	14	Python
36	keonlee9420/Stepwise_Monotonic_Multihead_Attention PyTorch Implementation of Stepwise Monotonic Multihead Attention similar to...	27	Experimental	39	Python
37	rishikksh20/VQ-TTS-pytorch Unofficial Pytorch implementation of paper VQTTS: High-Fidelity...	27	Experimental	4	Python
38	A-Jacobson/tacotron2 pytorch tacotron2 https://arxiv.org/pdf/1712.05884.pdf	27	Experimental	43	Jupyter Notebook
39	kaituoxu/Tacotron2 A PyTorch implementation of Tacotron2, an end-to-end text-to-speech(TTS)...	27	Experimental	52	Python
40	voice-cloning-app/Voice-API API template for deploying tacotron2 voices	27	Experimental	3	Python
41	rishikksh20/TalkNet2-pytorch TalkNet 2: Non-Autoregressive Depth-Wise Separable Convolutional Model for...	27	Experimental	89	Python
42	stefantaubert/tacotron-cli Command-line interface to train Tacotron 2 using .wav <=> .TextGrid pairs.	26	Experimental	6	Python
43	Mildemelwe/Non-English-Tacotron-2-Training-Notebook Tacotron 2 training notebook supporting Japanese, French, and Mandarin	26	Experimental	11	Jupyter Notebook
44	gokhaneraslan/tacotron2-tts-training Training Tacotron 2 Text-to-Speech (TTS)	26	Experimental	3	Python
45	Yangyangii/TPGST-Tacotron Google's TPGST reimplementation.	25	Experimental	34	Python
46	esoyeon/KoreanTTS Korean Text To Speech Project: Using Tacotron1, Tacotron2, Wavenet and Melgan	25	Experimental	38	Jupyter Notebook
47	KinglittleQ/Tacotron An implementation of Tacotron with Pytorch0.4	25	Experimental	4	Python
48	hpbyte/myanmar-tts Myanmar Text-to-Speech with End-to-End Speech Synthesis	24	Experimental	20	Python
49	Mildemelwe/Japanese-Tacotron-2-notebook Training notebook for Japanese TTS model with Tacotron 2	24	Experimental	3	Jupyter Notebook
50	SeanPLeary/dc_tts-transfer-learning Transfer learning exploration of dc_tts text-to-speech model	23	Experimental	21	Python
51	gillesdegottex/percivaltts ATTENTION! This is a mirror of the following GitLab project:	23	Experimental	2	Python
52	Yangyangii/DeepConvolutionalTTS-pytorch Deep Convolutional TTS pytorch implementation	22	Experimental	27	Python
53	KuchikiRenji/vall-e Unofficial PyTorch implementation of VALL-E: zero-shot text-to-speech and...	21	Experimental	2	Python
54	Yangyangii/Tacotron-pytorch Tacotron implementation with pytorch 1.0	21	Experimental	10	Python
55	Yangyangii/AdvDCTTS Implementation of DCTTS with Adversarial Training	20	Experimental	12	Python
56	kan-bayashi/Taco2withBERT Tacotron2 with BERT examples	19	Experimental	10	HTML
57	chinoll/ACGTTS Galgame角色语音生成	19	Experimental	41	Python
58	KubiakJakub01/Valle2 Implementation of TTS and ASR model based on VALL-E X architecture	18	Experimental	4	Python
59	etosworld/etos-tts Deep Learning TTS, Based on PyTorch Implementation of Tacotron: A Fully...	18	Experimental	7	Python
60	dongheehand/Tacotron-PyTorch PyTorch implementation of Tacotron	17	Experimental	5	Python
61	WelkinYang/Tacotron2-pytorch Tacotron2 implemented by pytorch	15	Experimental	6	Python
62	NatGr/dc-tts-pytorch pytorch implementation of dc-tts enabling mixed precision training and...	15	Experimental	2	Python
63	boboyiyi/multi_speaker_tacotron A TensorFlow implementation of multi speaker Tacotron speech synthesis	15	Experimental	2	Python
64	StarxSky/tacotron2-JP Base on "tacotron2-jpanese" builded & change	13	Experimental	7	Jupyter Notebook
65	XinleiNIU/LatentOptimalPathsBayesianDP Implementation of Latent Optimal Path by Gumbel Propagation for Variational...	13	Experimental	5	Python
66	rmcpantoja/ForwardTacotron-NVDA An attempt to implement support for ForwardTacotron TTS using client (the...	13	Experimental	6	Python
67	keonlee9420/tacotron2_MMI Another PyTorch implementation of Tacotron2 MMI (with waveglow) which...	13	Experimental	5	Jupyter Notebook
68	many-pw/tacotron golang implementation of tacotron	12	Experimental	3	Go
69	mathigatti/dc_tts A TensorFlow Implementation of DC-TTS: yet another text-to-speech model	11	Experimental	2	Python
70	mahshid1378/Parallel-Tacotron2 PyTorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive...	10	Experimental	1	Python

Comparisons in this category

Tacotron-2 and tacotron (44 vs 44) Tacotron-2 and Tacotron-pytorch (44 vs 40) tacotron and Tacotron-pytorch (44 vs 40) tacotron and tacotron_asr (44 vs 40) Tacotron and tacotron (51 vs 44) dc_tts and dctts-pytorch (44 vs 38) Tacotron and Tacotron-pytorch (51 vs 40)