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Speech Synthesis datasets

archive 2025-07-28

22 datasets carry the task tag "Speech Synthesis" (the task itself: Speech Synthesis), ordered by the archive's paper count. Page 1 of 1: 22 shown of 22. 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 52Speech Synthesis 22

Speech Synthesis datasets 1–22 of 22

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
THCHS-30
THCHS-30 is a free Chinese speech database THCHS-30 that can be used to build a full-fledged Chinese speech recognition system.
SpeechSpeech RecognitionSpeech SynthesisMulti-Task Learning
34 papers · 0 benchmarks
CSS10
A collection of single speaker speech datasets for ten languages.
AutoMLSpeech Synthesis
22 papers · 0 benchmarks
PromptSpeech
PromptSpeech is a dataset that consists of speech and the corresponding prompts.
SpeechSpeech Synthesis
14 papers · 0 benchmarks
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
JSUT Corpus
JSUT Corpus is a free large-scale speech corpus that can be shared between academic institutions and commercial companies has an important role.
Speech RecognitionSpeech Synthesis
8 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
Blizzard Challenge 2013 (Blizzard Challenge 2013 - English language tasks)
The English data for voice building was obtained, prepared and provided the the challenge by Lessac Technologies Inc., having originally came from the publishers Voice Factory International Inc.
AudioSpeech SynthesisAudio Generation
5 papers · 1 benchmark
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
TaL Corpus (The Tongue and Lips Corpus)
The Tongue and Lips (TaL) corpus is a multi-speaker corpus of ultrasound images of the tongue and video images of lips.
VideosTextsAudioSpeechSpeech RecognitionSpeech Synthesis
3 papers · 0 benchmarks
JIT Dataset (Jejueo Interview Transcripts)
The Jejueo Interview Transcripts (JIT) dataset is a parallel corpus containing 170k+ Jejueo-Korean sentences.
TextsSpeech Synthesis
2 papers · 0 benchmarks
JVS-MuSiC
JVS-MuSiC is a Japanese multispeaker singing-voice corpus called "JVS-MuSiC" with the aim to analyze and synthesize a variety of voices.
AudioSpeechSpeech Synthesis
2 papers · 0 benchmarks
RUSLAN
RUSLAN is a Russian spoken language corpus for text-to-speech task.
TextsSpeechSpeech Synthesis
2 papers · 0 benchmarks
TTS-Portuguese Corpus
The dataset has 10.5 hours from a single speaker.
DenoisingSpeech Synthesis
2 papers · 0 benchmarks
Tilde MODEL Corpus (Tilde Multilingual Open Data for European Languages)
Tilde MODEL Corpus is a multilingual corpora for European languages – particularly focused on the smaller languages.
TextsSpeech RecognitionMachine TranslationSpeech Synthesis
2 papers · 0 benchmarks
VocBench
VocBench is a framework that benchmark the performance of state-of-the art neural vocoders.
SpeechSpeech Synthesis
2 papers · 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
JSS Dataset (Jejueo Single Speaker Speech)
The Jejueo Single Speaker Speech (JSS) dataset consists of 10k high-quality audio files recorded by a native Jejueo speaker and a transcript file.
TextsSpeechSpeech Synthesis
1 paper · 0 benchmarks
Silent Speech EMG
Facial electromyography recordings during both silent and vocalized speech.
SpeechSpeech SynthesisElectromyography (EMG)
1 paper · 0 benchmarks
TTSDS Synthetic Speech
100 samples each of synthetic speech generated by 9 moderns TTS systems.
SpeechSpeech Synthesis
1 paper · 0 benchmarks
United-Syn-Med
The United-Syn-Med dataset is a specialized medical speech dataset designed to evaluate and improve Automatic Speech Recognition (ASR) systems within the healthcare domain.
AudioSpeechSpeech RecognitionSpeech Synthesis
1 paper · 0 benchmarks

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.