datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
american-speech-recognition-dataset
American Speech Dataset for recognition task
Dataset comprises 1,136 hours of telephone dialogues in American, collected from 1,416 native speakers across various topics and domains, achieving an impressive 95% Sentence Accuracy Rate. It is designed for research in automatic speech recognition (ASR) systems.
By utilizing this dataset, researchers and developers can advance their understanding and capabilities in natural language processing (NLP), speech recognition, and machine… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/american-speech-recognition-dataset.russian-speech-recognition-dataset
Russian Speech Dataset for recognition task
Dataset comprises 338 hours of telephone dialogues in Russian, collected from 460 native speakers across various topics and domains, with an impressive 98% Word Accuracy Rate. It is designed for research in speech recognition, focusing on various recognition models, primarily aimed at meeting the requirements for automatic speech recognition (ASR) systems.
By utilizing this dataset, researchers and developers can advance their… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/russian-speech-recognition-dataset.vietnamese-speech-recognition
Vietnamese Speech Dataset
Dataset comprises 10+ hours of telephone dialogues in Vietnamese, collected from 20 native speakers across various topics and domains. It is designed for research in speech recognition, focusing on various recognition models, primarily aimed at meeting the requirements for automatic speech recognition (ASR) systems.
By utilizing this dataset, researchers and developers can advance their understanding and capabilities in transcribing audio, and natural… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/vietnamese-speech-recognition.slovenian-speech-recognition
Slovenian Speech Dataset
Dataset comprises 10+ hours of audio recordings featuring 20+ speakers engaged in telephone dialogues in the Slovenian language. It contains speech data designed for training robust language models and automatic speech recognition systems in real-world conversational scenarios.
By utilizing this dataset, researchers and developers can advance their understanding and capabilities in natural language processing (NLP), speech recognition, and machine… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/slovenian-speech-recognition.The_Arabic_News_speech_Corpus_Dataset
Arabic News Speech Corpus Dataset
This dataset is an Arabic speech corpus that supports the development of syllable-based Arabic speech recognition using Wav2Vec-2 architecture and a 5-gram language model. It consists of Modern Standard Arabic (MSA) syllables extracted from TV news broadcasts, annotated with diacritics.
Dataset Details
Dataset Description
This corpus contains 15 hours of WAV audio recordings transcribed into diacritized Modern Standard Arabic… See the full description on the dataset page: https://huggingface.co/datasets/IbrahimSalah/The_Arabic_News_speech_Corpus_Dataset.Chinese-Speech-Dataset
🎧 Chinese (Simplified) Speech Dataset
The Chinese (Simplified) speech dataset is a high-quality speech audio dataset developed to support scalable AI and machine learning solutions with diverse and structured audio data. It contains 105 hours of speech data across 700 audio files, delivered in MP3 and WAV formats, with a total size of 229 MB. This well-balanced audio dataset provides reliable voice data, featuring 54% female and 46% male speakers, with age distribution ranging from… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/Chinese-Speech-Dataset.japanese-speech-recognition-dataset
Japanese Speech Dataset for recognition task
Dataset comprises 10+ hours of telephone dialogues in Japanese, collected from 10 native speakers across various topics and domains. It is designed for research in speech recognition, focusing on various recognition models, primarily aimed at meeting the requirements for automatic speech recognition (ASR) systems.
By utilizing this dataset, researchers and developers can advance their understanding and capabilities in automatic speech… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/japanese-speech-recognition-dataset.lost-in-speech
Lost in Speech
A trilingual benchmark for reference-free classification of synthetically introduced factual and contextual alterations in English, Russian, and Kazakh. It contains 12,013 samples derived from news articles, with text, synthesized speech, and ASR transcript representations used in the study.
Altered samples are LLM-generated rewrites with a controlled alteration type—contradiction, fabrication, or context inconsistency—and severity level—mild, moderate, or severe.… See the full description on the dataset page: https://huggingface.co/datasets/maristombayeva/lost-in-speech.VN-SpeechMix_Dataset
VN-SpeechMix: A Large-Scale Multi-Dialect Vietnamese Speech Mixture Dataset
VN-SpeechMix is a large-scale, multi-dialect Vietnamese speech mixture
dataset for two-speaker speech separation research. It is built from the
ViMD corpus (Van Dinh et al., EMNLP 2024)
using a loudness-aware mixing pipeline (LUFS normalization + two-stage
anti-clipping) and a dialect-aware pairing strategy across Vietnam's three
macro-dialect regions (North / Central / South).
26,000 two-speaker… See the full description on the dataset page: https://huggingface.co/datasets/pervasiveaidataresearchlab2025/VN-SpeechMix_Dataset.Korean-Speech-Dataset
🎧 Korean Speech Dataset
The Korean Speech Dataset is a large-scale speech audio dataset designed to provide high-quality and structured audio data for advanced AI and machine learning systems. It includes 192 hours of audio data across 628 files, delivered in MP3 and WAV formats, with a total size of 447 MB. This well-balanced audio dataset ensures diverse and representative voice data, with 52% female and 48% male speakers, and an age distribution ranging from 18 to 50+ years. The… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/Korean-Speech-Dataset.Yemeni-Speech-Emotion-Dataset
YSED — Yemeni Speech Emotion Dataset (audio-classification repackaging)
A clean repackaging of YSED with a metadata.csv and stratified train/validation/test splits, for emotion classification on Yemeni Arabic.
Original dataset: Derhem, S., AL-Mekhlafi, E., AL-Majmar, N. A., & AL-Makhlafi, M. (2025). YSED: Yemeni Speech Emotion Dataset. Data in Brief. DOI: 10.1016/j.dib.2025.112233. Zenodo: https://zenodo.org/records/15227219.
What's in here
1432 audio clips across… See the full description on the dataset page: https://huggingface.co/datasets/FatimahEmadEldin/Yemeni-Speech-Emotion-Dataset.amharic-speech-dataset-2026
Amharic Speech Dataset 2026
Overview
This dataset contains Amharic speech recordings collected using the Leyu Platform for the Leyu Platform Competition 2026.
Language
Amharic (am)
Dialect
Standard Addis Ababa Amharic
Speaker Information
Number of Speakers: 1
Speaker IDs: SPK001
Audio Format
Format: M4A
Duration: 10–60 seconds per recording
Directory Structure
audio/
metadata.csv… See the full description on the dataset page: https://huggingface.co/datasets/ofc-its-phyla/amharic-speech-dataset-2026.russian-speech-dataset
Russian Speech Dataset
The Russian Speech Dataset is a structured speech audio dataset designed to deliver high-quality audio data for machine learning and AI-driven voice systems. It includes 91 hours of audio data distributed across 641 files, provided in MP3 and WAV formats with a total size of 307 MB.
This well-organized audio dataset ensures balanced voice data, with 50% female and 50% male speakers, and a broad age distribution from 18 to 50+ years. The dataset language is… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/russian-speech-dataset.French-Speech-Dataset
🎧 French Speech Dataset
The French Speech Dataset is a comprehensive speech audio dataset designed to deliver high-quality and diverse audio data for advanced AI and machine learning applications. It includes 198 hours of audio data across 912 files, provided in MP3 and WAV formats, with a total size of 445 MB. This well-structured audio dataset ensures balanced and representative voice data, with 51% female and 49% male speakers, and a wide age distribution from 18 to 50+ years.… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/French-Speech-Dataset.Indonesian-Speech-Dataset
🎧 Indonesian Speech Dataset
The Indonesian Speech Dataset is a high-quality speech audio dataset designed to deliver structured and scalable audio data for AI-powered voice systems. It contains 162 hours of audio data across 821 files, provided in MP3 and WAV formats, with a total size of 210 MB. This well-curated audio dataset ensures balanced and representative voice data, with 51% female and 49% male speakers, and a broad age distribution from 18 to 50+ years. The dataset… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/Indonesian-Speech-Dataset.arabic-speech-dataset
Field
Value
License
cc-by-nc-nd-4.0
Task Categories
Automatic Speech Recognition
Language
Arabic (ar)
Tags
Arabic, Speech, Audio, Speech Recognition, Machine Learning
Size Category
1K < n < 10K
🎧 Arabic Speech Dataset
📘 Overview
The Arabic Speech Dataset is a high-quality speech audio dataset built for developing, training, and evaluating advanced AI voice systems. It provides 76 hours of audio data distributed across 558 files, available… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/arabic-speech-dataset.Swedish-Speech-Dataset
🎧 Swedish Speech Dataset
The Swedish Speech Dataset is a high-quality speech audio dataset designed to support advanced AI and machine learning workflows with structured and diverse audio data. It contains 162 hours of voice recordings distributed across 558 files, stored in MP3 and WAV formats, with a total size of 446 MB. This carefully curated audio dataset provides rich and balanced voice data, featuring 55% female and 45% male speakers, and an age distribution ranging from 18… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/Swedish-Speech-Dataset.Japanese-Speech-Dataset
🎧 Japanese Speech Dataset
The Japanese Speech Dataset is a production-ready speech audio dataset designed to provide high-quality, structured audio data for AI and machine learning applications. It includes 132 hours of audio data distributed across 733 files, available in MP3 and WAV formats, with a total size of 272 MB. This well-balanced audio dataset delivers diverse voice data, with 54% female and 46% male speakers, and an age distribution spanning from 18 to 50+ years. The… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/Japanese-Speech-Dataset.DDD-Cambodia-khmer-speech-dataset-f-adt2-0002Hebrew-Speech-Dataset
🎧 Hausa Speech Dataset
The Hausa Speech Dataset is a structured and high-quality speech audio dataset designed to support modern AI systems that require diverse audio data and reliable voice data for multilingual model training. It contains 160 hours of recordings across 849 files, stored in MP3 and WAV formats, with a total size of 270 MB. This carefully engineered audio dataset ensures balanced representation with 48% female and 52% male speakers, covering an age range from 18 to… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/Hebrew-Speech-Dataset.korean-speech-recognition
Korean Speech Dataset
Dataset comprises 10+ hours of audio recordings from 20+ speakers, featuring telephone-quality speech data from native korean speakers. It provides a diverse collection of spoken language for automatic speech recognition tasks and serves as essential training data for model training in NLP and speech detection research.
By utilizing this dataset, researchers and developers can advance their understanding and capabilities in automatic speech recognition… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/korean-speech-recognition.Hungarian-Speech-Dataset
🎧 Hungarian Speech Dataset
The Hungarian Speech Dataset is a high-quality speech audio dataset designed to support advanced AI systems that depend on diverse audio data and reliable voice data for multilingual model training. It comprises 169 hours of recordings across 743 files, provided in MP3 and WAV formats, with a total size of 134 MB. This structured audio dataset ensures balanced speaker representation, featuring 46% female and 54% male speakers, and an age distribution… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/Hungarian-Speech-Dataset.Portuguese-Speech-Dataset
🎧 Portuguese Speech Dataset
The Portuguese Speech Dataset is a large-scale speech audio dataset designed to provide structured and high-quality audio data for modern AI and machine learning systems. It contains 195 hours of recorded speech data distributed across 894 files, available in MP3 and WAV formats, with a total size of 437 MB. This carefully curated audio dataset delivers diverse and representative voice data, with a balanced speaker distribution of 52% female and 48% male… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/Portuguese-Speech-Dataset.british-english-speech-recognition-dataset
British English Speech Dataset for recognition task
Dataset comprises 200 hours of high-quality audio recordings featuring 310 speakers, achieving an impressive 95% Sentence Accuracy Rate. This extensive collection of speech data is designed for NLP tasks such as speech recognition, dialogue systems, and language understanding.
By utilizing this dataset, developers and researchers can advance their work in automatic speech recognition and improve recognition systems. - Get the… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/british-english-speech-recognition-dataset.Irish-Speech-Dataset
Irish Dataset Metadata
Field
Value
📜 License
CC BY-NC-ND 4.0
🎯 Task Categories
Automatic Speech Recognition
🌍 Language
Irish (ga)
🏷️ Tags
Audio, ML, Machine, Machine Learning, Speech, Speech Recognition, Irish
📦 Size Category
n < 1K
Latvian-Speech-Dataset
Latvian Dataset Metadata
Field
Value
📜 License
CC BY-NC-ND 4.0
🎯 Task Categories
Automatic Speech Recognition
🌍 Language
Latvian (la)
🏷️ Tags
Audio, Speech, Speech Recognition, ML, Machine, Machine Learning, Latvian
📦 Size Category
n < 1K
Cebuano-Speech-Dataset
🎧 Cebuano Speech Dataset
The Cebuano Speech Dataset is a high-quality speech audio dataset designed to deliver structured and diverse audio data for AI-powered voice applications. It includes 108 hours of audio data distributed across 807 files, provided in MP3 and WAV formats, with a total size of 135 MB. This well-organized audio dataset ensures balanced voice data, with 49% female and 51% male speakers, and a broad age range from 18 to 50+ years. The dataset language is Cebuano… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/Cebuano-Speech-Dataset.Dutch-Speech-Dataset
🎧 Dutch Speech Dataset
The Dutch Speech Dataset is a high-quality speech audio dataset designed to provide structured and diverse audio data for modern AI and machine learning applications. It includes 179 hours of audio data across 548 files, delivered in MP3 and WAV formats, with a total size of 190 MB. This well-organized audio dataset ensures balanced and representative voice data, with 51% female and 49% male speakers, and a wide age distribution from 18 to 50+ years. The… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/Dutch-Speech-Dataset.Hindi-Speech-Dataset
🎧 Hindi Speech Dataset
The Hindi Speech Dataset is a high-quality and structured speech audio dataset developed to support modern AI systems that rely on diverse audio data and scalable voice data. It contains 132 hours of recordings distributed across 565 files, available in MP3 and WAV formats, with a total size of 101 MB. This carefully curated audio dataset provides balanced speaker representation with 49% female and 51% male contributors, covering an age range from 18 to 50+… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/Hindi-Speech-Dataset.Filipino-Tagalog-Speech-Dataset
🎧 Filipino Speech Dataset
The Filipino Speech Dataset is a high-quality speech audio dataset designed to provide structured and diverse audio data for AI-driven voice technologies. It includes 75 hours of audio data across 639 files, delivered in MP3 and WAV formats, with a total size of 212 MB. This well-prepared audio dataset ensures reliable and representative voice data, with 55% male and 45% female speakers, and a wide age distribution from 18 to 50+ years. The dataset… See the full description on the dataset page: https://huggingface.co/datasets/Speech-data/Filipino-Tagalog-Speech-Dataset.