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Text-To-Speech Synthesis datasets

archive 2025-07-28

18 datasets carry the task tag "Text-To-Speech Synthesis" (the task itself: Text-To-Speech Synthesis), ordered by the archive's paper count. Page 1 of 1: 18 shown of 18. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Text-To-Speech Synthesis 18

Text-To-Speech Synthesis datasets 1–18 of 18

LJSpeech (The LJ Speech Dataset)
This is a public domain speech dataset consisting of 13,100 short audio clips of a single speaker reading passages from 7 non-fiction books.
TextsAudioAutomatic Speech RecognitionSpeech SynthesisText-To-Speech SynthesisResynthesis
323 papers · 2 benchmarks
LibriTTS
LibriTTS is a multi-speaker English corpus of approximately 585 hours of read English speech at 24kHz sampling rate, prepared by Heiga Zen with the assistance of Google Speech and Google Brain team members.
TextsAudioSpeechSpeech SynthesisText-To-Speech Synthesis
257 papers · 1 benchmark
AISHELL-3
AISHELL-3 is a large-scale and high-fidelity multi-speaker Mandarin speech corpus which could be used to train multi-speaker Text-to-Speech (TTS) systems.
TextsSpeechText-To-Speech Synthesis
38 papers · 0 benchmarks
CVSS
CVSS is a massively multilingual-to-English speech to speech translation (S2ST) corpus, covering sentence-level parallel S2ST pairs from 21 languages into English.
TextsAudioSpeechText-To-Speech SynthesisTranslationSpeech-to-Speech Translationfr-enes-ende-en
26 papers · 1 benchmark
20000 utterances
20000 utterances
Text-To-Speech Synthesis
15 papers · 1 benchmark
SOMOS (The Samsung Open MOS Dataset for the Evaluation of Neural Text-to-Speech Synthesis)
The SOMOS dataset is a large-scale mean opinion scores (MOS) dataset consisting of solely neural text-to-speech (TTS) samples.
SpeechSpeech SynthesisText-To-Speech Synthesis
11 papers · 0 benchmarks
Gumar Corpus
A large-scale corpus of Gulf Arabic consisting of 110 million words from 1,200 forum novels.
TextsSpeech SynthesisText-To-Speech Synthesis
7 papers · 0 benchmarks
KazakhTTS
KazakhTTS is an open-source speech synthesis dataset for Kazakh, a low-resource language spoken by over 13 million people worldwide.
TextsSpeechText-To-Speech Synthesis
4 papers · 0 benchmarks
SpeechInstruct
SpeechInstruct is a large-scale cross-modal speech instruction dataset.
TextsSpeechAutomatic Speech Recognition (ASR)Text-To-Speech Synthesis
4 papers · 0 benchmarks
EMOVIE
EMOVIE is a Mandarin emotion speech dataset including 9,724 samples with audio files and its emotion human-labeled annotation.
SpeechText-To-Speech SynthesisEmotional Speech Synthesis
3 papers · 0 benchmarks
HUI speech corpus (Hof University iisys speech dataset)
The data set contains several speakers.
AudioSpeech SynthesisAutomatic Speech Recognition (ASR)Text-To-Speech Synthesis
3 papers · 2 benchmarks
OpenSLR (Open Speech and Language Resources)
OpenSLR is a repository of open speech and language resources, including large-scale transcribed audio corpora and related software.
TextsAudioSpeech RecognitionAutomatic Speech RecognitionAutomatic Speech Recognition (ASR)Text-To-Speech SynthesisText to Speechspeech-recognition
2 papers · 1 benchmark
RyanSpeech
RyanSpeech is a speech corpus for research on automated text-to-speech (TTS) systems.
SpeechText-To-Speech Synthesis
2 papers · 0 benchmarks
Trinity Speech-Gesture Dataset
Trinity Gesture Dataset includes 23 takes, totalling 244 minutes of motion capture and audio of a male native English speaker producing spontaneous speech on different topics.
Motion SynthesisText-To-Speech SynthesisAudio Synthesis
2 papers · 2 benchmarks
GneutralSpeech Female
A Brazilian Portuguese TTS dataset featuring a female voice recorded with high quality in a controlled environment, with neutral emotion and more than 20 hours of recordings.
TextsAudioSpeech EnhancementAutomatic Speech Recognition (ASR)Text-To-Speech SynthesisVoice ConversionVoice Cloning
1 paper · 0 benchmarks
GneutralSpeech Male
A database containing high sampling rate recordings of a single speaker reading sentences in Brazilian Portuguese with neutral voice, along with the corresponding text corpus.
TextsAudioSpeech EnhancementSpeech SynthesisAutomatic Speech Recognition (ASR)Text-To-Speech SynthesisVoice ConversionVoice Cloning
1 paper · 0 benchmarks
IMaSC (ICFOSS Malayalam Speech Corpus)
IMaSC is a Malayalam text and speech corpus made available by ICFOSS for the purpose of developing speech technology for Malayalam, particularly text-to-speech.
TextsAudioAutomatic Speech Recognition (ASR)Text-To-Speech Synthesis
1 paper · 0 benchmarks
Thorsten voice 21.02 neutral
Thorsten-Voice (Thorsten-21.02-neutral) is a neutrally spoken voice dataset recorded by Thorsten Müller, audio optimized by Dominik Kreutz and licenced under CC0 to provide it for anybody without any financial or licence struggle.
AudioText-To-Speech Synthesis
1 paper · 1 benchmark

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.