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Automatic Speech Recognition (ASR) datasets
archive 2025-07-2834 datasets carry the task tag "Automatic Speech Recognition (ASR)" (the task itself: Automatic Speech Recognition (ASR)), ordered by the archive's paper count. Page 1 of 1: 34 shown of 34. 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 52Automatic Speech Recognition (ASR) 34
Automatic Speech Recognition (ASR) datasets 1–34 of 34
FLEURS (Few-shot Learning Evaluation of Universal Representations of Speech)
We introduce FLEURS, the Few-shot Learning Evaluation of Universal Representations of Speech benchmark.
141 papers · 1 benchmark
LRS2 (Lip Reading Sentences 2)
The Oxford-BBC Lip Reading Sentences 2 (LRS2) dataset is one of the largest publicly available datasets for lip reading sentences in-the-wild.
115 papers · 10 benchmarks
VoxPopuli is a large-scale multilingual corpus providing 100K hours of unlabelled speech data in 23 languages.
113 papers · 1 benchmark
LRS3-TED is a multi-modal dataset for visual and audio-visual speech recognition.
63 papers · 7 benchmarks
ReVerb Challenge (REverberant Voice Enhancement and Recognition Benchmark)
The REVERB (REverberant Voice Enhancement and Recognition Benchmark) challenge is a benchmark for evaluation of automatic speech recognition techniques.
55 papers · 1 benchmark
The MagicData-RAMC corpus contains 180 hours of conversational speech data recorded from native speakers of Mandarin Chinese over mobile phones with a sampling rate of 16 kHz.
12 papers · 0 benchmarks
RealMAN (A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization)
The Audio Signal and Information Processing Lab at Westlake University, in collaboration with AISHELL, has released the Real-recorded and annotated Microphone Array speech&Noise (RealMAN) dataset, which provides annotated multi-channel…
5 papers · 2 benchmarks
EdAcc (Edinburgh International Accents of English Corpus)
The Edinburgh International Accents of English Corpus (EdAcc) is a new automatic speech recognition (ASR) dataset composed of 40 hours of English dyadic conversations between speakers with a diverse set of accents.
4 papers · 0 benchmarks
ITALIC: An ITALian Intent Classification Dataset ITALIC is an intent classification dataset for the Italian language, which is the first of its kind.
4 papers · 0 benchmarks
SpeechInstruct is a large-scale cross-modal speech instruction dataset.
4 papers · 0 benchmarks
ArzEn (Corpus of Egyptian Arabic-English Code-switching)
Corpus of Egyptian Arabic-English Code-switching (ArzEn) is a spontaneous conversational speech corpus, obtained through informal interviews held at the German University in Cairo.
3 papers · 0 benchmarks
HUI speech corpus (Hof University iisys speech dataset)
The data set contains several speakers.
3 papers · 2 benchmarks
NusaCrowd is a collaborative initiative to collect and unite existing resources for Indonesian languages, including opening access to previously non-public resources.
3 papers · 0 benchmarks
ESB (End-to-End Speech Benchmark)
ESB is a benchmark for evaluating the performance of a single automatic speech recognition (ASR) system across a broad set of speech datasets.
2 papers · 0 benchmarks
Jam-ALT (JamALT: A Formatting-Aware Lyrics Transcription Benchmark)
JamALT is a revision of the JamendoLyrics dataset (80 songs in 4 languages), adapted for use as an automatic lyrics transcription (ALT) benchmark.
2 papers · 5 benchmarks
NPSC (Norwegian Parliamentary Speech Corpus)
The Norwegian Parliamentary Speech Corpus (NPSC) is a speech corpus made by the Norwegian Language Bank at the National Library of Norway in 2019-2021.
2 papers · 0 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.
2 papers · 1 benchmark
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.
1 paper · 0 benchmarks
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.
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.
1 paper · 0 benchmarks
The M-AILABS Speech Dataset is the first large dataset that we are providing free-of-charge, freely usable as training data for speech recognition and speech synthesis.
1 paper · 1 benchmark
OpenSpeaks Voice: Odia is a large speech dataset in the Odia language of India that is stewarded by Subhashish Panigrahi and is hosted at the O Foundation.
1 paper · 0 benchmarks
Speech Recognition Dataset for Oromo Language.
1 paper · 1 benchmark
Dataset Summary Speech Brown is a comprehensive, synthetic, and diverse paired speech-text dataset in 15 categories, covering a wide range of topics from fiction to religion.
1 paper · 0 benchmarks
The SWC is a corpus of aligned Spoken Wikipedia articles from the English, German, and Dutch Wikipedia.
1 paper · 1 benchmark
This is the forehead accelerometer variant of the VibraVox dataset.
1 paper · 3 benchmarks
This is the reference headset microphone variant of the VibraVox dataset.
1 paper · 2 benchmarks
This is the in-ear rigid earpiece-embedded microphone variant of the VibraVox dataset.
1 paper · 3 benchmarks
This is the in-ear comply foam-embedded microphone variant of the VibraVox dataset.
1 paper · 3 benchmarks
This is the temple vibration pickup variant of the VibraVox dataset.
1 paper · 3 benchmarks
This is the throat microphone (laryngophone) variant of the VibraVox dataset.
1 paper · 3 benchmarks
VoxForge is an open speech dataset that was set up to collect transcribed speech for use with Free and Open Source Speech Recognition Engines (on Linux, Windows and Mac).
1 paper · 1 benchmark
This open-source dataset consists of 5.04 hours of transcribed English conversational speech beyond telephony, where 13 conversations were contained.
0 papers · 0 benchmarks
Fongbe Speech Dataset (Fongbe speech dataset V2)
This dataset was created for Fongbe automatic speech recognition task and contains about 3979 recordings of 13 participants reading a text written in Fongbe, one sentence at a time.
0 papers · 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.