datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
kasem-speech-text-parallel
This dataset is shared under CC BY-NC 4.0, which means you are free to use, share, and adapt it for non-commercial research and educational purposes with attribution. You can read the full license at https://creativecommons.org/licenses/by-nc/4.0/.
Kasem Speech-Text Parallel Dataset
Dataset Description
This dataset contains 75990 parallel speech-text pairs for Kasem, a language spoken primarily in Ghana. The dataset consists of audio recordings paired with their… See the full description on the dataset page: https://huggingface.co/datasets/ghanaopenai/kasem-speech-text-parallel.ga-speech-text-parallel-90k
This dataset is shared under CC BY-NC 4.0, which means you are free to use, share, and adapt it for non-commercial research and educational purposes with attribution. You can read the full license at https://creativecommons.org/licenses/by-nc/4.0/.
This dataset is made available because of Ghana NLP's volunteer driven research work. Please consider contributing to any of our projects on Github
Ga Speech-Text Parallel Dataset
Dataset Description
This dataset… See the full description on the dataset page: https://huggingface.co/datasets/ghanaopenai/ga-speech-text-parallel-90k.twi-trigrams-speech-text-parallel
This dataset is shared under CC BY-NC 4.0, which means you are free to use, share, and adapt it for non-commercial research and educational purposes with attribution. You can read the full license at https://creativecommons.org/licenses/by-nc/4.0/.
Twi Trigrams Speech-Text Parallel Dataset
Dataset Description
This dataset contains 166156 parallel speech-text pairs for Twi, a language spoken primarily in Ghana. The dataset consists of audio recordings of trigram… See the full description on the dataset page: https://huggingface.co/datasets/ghanaopenai/twi-trigrams-speech-text-parallel.ewe-bible-audio-text-tts
This dataset is shared under CC BY-NC 4.0, which means you are free to use, share, and adapt it for non-commercial research and educational purposes with attribution. You can read the full license at https://creativecommons.org/licenses/by-nc/4.0/.
Twi 16-Word Speech Segments
48775 speech-text pairs split from long recordings.
Processing pipeline
Source audio from ghananlpcommunity/ewe-tts-bible-full-audio-text
Full-file CTC forced alignment (MMS-300M) for… See the full description on the dataset page: https://huggingface.co/datasets/ghanaopenai/ewe-bible-audio-text-tts.dagbani-bible-audio-text-tts
This dataset is shared under CC BY-NC 4.0, which means you are free to use, share, and adapt it for non-commercial research and educational purposes with attribution. You can read the full license at https://creativecommons.org/licenses/by-nc/4.0/.
Twi 16-Word Speech Segments
53410 speech-text pairs split from long recordings.
Processing pipeline
Source audio from ghananlpcommunity/dagbani-tts-bible-full-audio-text
Full-file CTC forced alignment (MMS-300M) for… See the full description on the dataset page: https://huggingface.co/datasets/ghanaopenai/dagbani-bible-audio-text-tts.fante-speech-text-multispeaker_lds
Fante Speech-Text Multispeaker Dataset (LDS)
Sentence-level aligned Fante (fat) speech dataset sourced from the Church of Jesus Christ of Latter-day Saints General Conference translations.
Dataset Statistics
Split
Clips
Hours
Talks
Train
29,992
58.32
405
Eval
2,028
4.09
28
Total
32,020
62.41
433
Features
audio: 16 kHz mono FLAC sentence-level clips
text: Fante transcript (sentence-aligned)
talk_id: Source conference talk… See the full description on the dataset page: https://huggingface.co/datasets/ghanaopenai/fante-speech-text-multispeaker_lds.700h-tr-turkish-text-to-speechyoruba-speech-text-parallel
Yoruba Speech-Text Parallel Dataset
Dataset Description
This dataset contains 1647022 parallel speech-text pairs for Yoruba, a language spoken primarily in Nigeria and other West African countries. The dataset consists of audio recordings paired with their corresponding text transcriptions, making it suitable for automatic speech recognition (ASR) and text-to-speech (TTS) tasks.
Dataset Summary
Language: Yoruba - yo
Task: Speech Recognition, Text-to-Speech… See the full description on the dataset page: https://huggingface.co/datasets/michsethowusu/yoruba-speech-text-parallel.vagla-speech-text-parallel
This dataset is shared under CC BY-NC 4.0, which means you are free to use, share, and adapt it for non-commercial research and educational purposes with attribution. You can read the full license at https://creativecommons.org/licenses/by-nc/4.0/.
Vagla Speech-Text Parallel Dataset
Dataset Description
This dataset contains 48605 parallel speech-text pairs for Vagla, a language spoken primarily in Ghana. The dataset consists of audio recordings paired with their… See the full description on the dataset page: https://huggingface.co/datasets/ghanaopenai/vagla-speech-text-parallel.ga-multispeaker-speech-text-20k
This dataset is shared under CC BY-NC 4.0, which means you are free to use, share, and adapt it for non-commercial research and educational purposes with attribution. You can read the full license at https://creativecommons.org/licenses/by-nc/4.0/.
This dataset is made available because of Ghana NLP's volunteer driven research work. Please consider contributing to any of our projects on Github
Ga Multispeaker Audio Transcribed Dataset
Overview
The Ga… See the full description on the dataset page: https://huggingface.co/datasets/ghanaopenai/ga-multispeaker-speech-text-20k.fante-multispeaker_speech-text-20k
This dataset is shared under CC BY-NC 4.0, which means you are free to use, share, and adapt it for non-commercial research and educational purposes with attribution. You can read the full license at https://creativecommons.org/licenses/by-nc/4.0/.
This dataset is made available because of Ghana NLP's volunteer driven research work. Please consider contributing to any of our projects on Github
Fante Multispeaker Audio Transcribed Dataset
Overview
The Fante… See the full description on the dataset page: https://huggingface.co/datasets/ghanaopenai/fante-multispeaker_speech-text-20k.quran-audio-text
QuranLab — Verse-Aligned Quran Text + Recitation References
This dataset joins QuranLab's canonical Hafs Arabic text to its
per-ayah recitation references. Every row is one exact
(recitation_id, verse_key) pair: the Uthmani transcript, a search-friendly
Simple-Clean transcript, and the corresponding audio_url.
QuranLab is a volunteer effort. Our aim is to present these works carefully and at high quality, and to help them travel faithfully — in the spirit in which they were… See the full description on the dataset page: https://huggingface.co/datasets/quranlab/quran-audio-text.risalei-nur-text-audio
Risale-i Nur Text–Audio
Kaynak · Source: RNK Neşriyat — yazılı izinle · used with written permission.
Her satırda gerçek insan okuması ile o sesin kanonik metni birlikte bulunur.
Sesler dış bağlantı değildir: WAV baytları Parquet dosyalarının içindedir.
Kaynak sitesi veya başka bir ses sunucusu gerekmez.
Each row pairs a human reading with its canonical transcript. Audio is stored
as WAV bytes inside the Parquet files; no source website or external audio
server is required.… See the full description on the dataset page: https://huggingface.co/datasets/risaleinur/risalei-nur-text-audio.makhuwa-trigrams-speech-text-parallel
Makhuwa Trigrams Speech-Text Parallel Dataset
Dataset Description
This dataset contains 154253 parallel speech-text pairs for Makhuwa, a language spoken primarily in Mozambique. The dataset consists of audio recordings of trigram segments (3-word sequences) paired with their corresponding text transcriptions, making it suitable for automatic speech recognition (ASR) and text-to-speech (TTS) tasks.
Dataset Summary
Language: Makhuwa - vmw
Task: Speech… See the full description on the dataset page: https://huggingface.co/datasets/michsethowusu/makhuwa-trigrams-speech-text-parallel.twi-words-speech-text-parallel-400k
Twi Words Speech-Text Parallel Dataset
Dataset Description
This dataset contains 413463 parallel speech-text pairs for Twi (Akan), a language spoken primarily in Ghana. The dataset consists of audio recordings paired with their corresponding text transcriptions, making it suitable for automatic speech recognition (ASR) and text-to-speech (TTS) tasks.
Dataset Summary
Language: Twi (Akan) - tw
Task: Speech Recognition, Text-to-Speech
Size: 413463 audio files >… See the full description on the dataset page: https://huggingface.co/datasets/michsethowusu/twi-words-speech-text-parallel-400k.vai-speech-text-parallel
Vai Speech-Text Parallel Dataset
Dataset Description
This dataset contains 23286 parallel speech-text pairs for Vai, a language spoken primarily in Ghana. The dataset consists of audio recordings paired with their corresponding text transcriptions, making it suitable for automatic speech recognition (ASR) and text-to-speech (TTS) tasks.
Dataset Summary
Language: Vai - vai
Task: Speech Recognition, Text-to-Speech
Size: 23286 audio files > 1KB (small/corrupted… See the full description on the dataset page: https://huggingface.co/datasets/michsethowusu/vai-speech-text-parallel.darija_speech_to_textdeg-speech-text-parallel
Deg Speech-Text Parallel Dataset
Dataset Description
This dataset contains 125958 parallel speech-text pairs for Deg, a language spoken primarily in Ghana. The dataset consists of audio recordings paired with their corresponding text transcriptions, making it suitable for automatic speech recognition (ASR) and text-to-speech (TTS) tasks.
Dataset Summary
Language: Deg - mzw
Task: Speech Recognition, Text-to-Speech
Size: 125958 audio files > 1KB (small/corrupted… See the full description on the dataset page: https://huggingface.co/datasets/michsethowusu/deg-speech-text-parallel.swahili-words-speech-text-parallel
Swahili Words Speech-Text Parallel Dataset
Dataset Description
This dataset contains 411048 parallel speech-text pairs for Swahili, a widely spoken language in East Africa. The dataset consists of audio recordings paired with corresponding text transcriptions, making it suitable for automatic speech recognition (ASR) and text-to-speech (TTS) tasks.
Dataset Summary
Language: Swahili - sw
Task: Speech Recognition, Text-to-Speech
Size: 411048 audio files > 1KB… See the full description on the dataset page: https://huggingface.co/datasets/michsethowusu/swahili-words-speech-text-parallel.fante-speech-text-multispeaker_lds
Fante Speech-Text Multispeaker Dataset (LDS)
Sentence-level aligned Fante (fat) speech dataset sourced from the Church of Jesus Christ of Latter-day Saints General Conference translations.
Dataset Statistics
Split
Clips
Hours
Talks
Train
29,992
58.32
405
Eval
2,028
4.09
28
Total
32,020
62.41
433
Features
audio: 16 kHz mono FLAC sentence-level clips
text: Fante transcript (sentence-aligned)
talk_id: Source conference talk… See the full description on the dataset page: https://huggingface.co/datasets/ghananlpcommunity/fante-speech-text-multispeaker_lds.waxal-audio-text-retrieval
WAXAL speech–text retrieval (MTEB)
Multilingual speech↔text retrieval over 16 Sub-Saharan African languages, derived from
WAXAL (Google and partners).
Most of these languages have no presence in mteb's existing multilingual audio tasks,
which skew European and South/East Asian. Prepared as WaxalA2TRetrieval and
WaxalT2ARetrieval.
Contents
One config per language, each with id, audio, text, speaker_id, gender,
language. 1,722 utterances total.
code
language… See the full description on the dataset page: https://huggingface.co/datasets/vnahata/waxal-audio-text-retrieval.nepali_speech_to_text
Nepali Speech-to-Text Dataset
This repository contains a dataset for Automatic Speech Recognition (ASR) in the Nepali language. The dataset is designed for supervised learning tasks and includes audio files along with their corresponding transcriptions. The audio samples have been collected from various open-source platforms and other publicly available sources on the internet.
Each audio file has an average length of 15 seconds and has been converted into a consistent WAV format… See the full description on the dataset page: https://huggingface.co/datasets/pujanpaudel/nepali_speech_to_text.twi-trigrams-speech-text-parallel
Twi Trigrams Speech-Text Parallel Dataset
Dataset Description
This dataset contains 166156 parallel speech-text pairs for Twi, a language spoken primarily in Ghana. The dataset consists of audio recordings of trigram segments (3-word sequences) paired with their corresponding text transcriptions, making it suitable for automatic speech recognition (ASR) and text-to-speech (TTS) tasks.
Dataset Summary
Language: Twi - twi
Task: Speech Recognition, Text-to-Speech… See the full description on the dataset page: https://huggingface.co/datasets/fiifinketia/twi-trigrams-speech-text-parallel.JA_audio_JA_text_180k_samples-Noise and silence have been removed from the begining and end of each sample.
-Unnecessary and inaccurate punctuation have been removed.
-Text has been normalized.
Normalization is based on the neologd's rules: https://github.com/neologd/mecab-ipadic-neologd/wiki/Regexp.ja.
darija-speech-to-text
Speech To Text Darija dataset
Reupload of adiren7/darija_speech_to_text
Ar-En-Code-Switching-Textual-Dataset
ArE-CSTD: Arabic-English Code-Switching Textual Dataset
The National Center for Artificial Intelligence at the Saudi Data and Artificial Intelligence Authority (SDAIA), published the "ArE-CSTD" dataset, which stands for "Arabic-English Code-Switching Textual Dataset”.
This dataset contains 330K dialectical Arabic-English code-swithing sentences generated by the large language model GPT-4.
TXT Files
There are 6 txt files. 2 files for Modern Standard Arabic(MSA) train and… See the full description on the dataset page: https://huggingface.co/datasets/SDAIANCAI/Ar-En-Code-Switching-Textual-Dataset.ewe-bible-audio-text-tts
Twi 16-Word Speech Segments
48775 speech-text pairs split from long recordings.
Processing pipeline
Source audio from ghananlpcommunity/ewe-tts-bible-full-audio-text
Full-file CTC forced alignment (MMS-300M) for word-level timestamps
Words grouped into 16-word segments
Leading/trailing silence trimmed with VAD (-40 dBFS threshold)
Filtered: min 1.0s, max 15.0s
Original sample rate preserved (24kHz)
Usage
from datasets import load_dataset
ds =… See the full description on the dataset page: https://huggingface.co/datasets/fiifinketia/ewe-bible-audio-text-tts.chichewa-trigrams-speech-text-parallel
Chichewa Trigrams Speech-Text Parallel Dataset
Dataset Description
This dataset contains 132549 parallel speech-text pairs for Chichewa, a language spoken primarily in Malawi. The dataset consists of audio recordings of trigram segments (3-word sequences) paired with their corresponding text transcriptions, making it suitable for automatic speech recognition (ASR) and text-to-speech (TTS) tasks.
Dataset Summary
Language: Chichewa - ny
Task: Speech Recognition… See the full description on the dataset page: https://huggingface.co/datasets/michsethowusu/chichewa-trigrams-speech-text-parallel.Tamazight-Speech-to-Arabic-Text
Tamazight-Arabic Speech Recognition Dataset
Overview
This is the EMINES organization-hosted version of the Tamazight-Arabic Speech Recognition Dataset, synchronized with the original dataset. It contains ~15.5 hours of Tamazight speech (Tachelhit dialect) paired with Arabic transcriptions, designed for developing ASR and translation systems.
Quick Start
from datasets import load_dataset
# Load the dataset
dataset =… See the full description on the dataset page: https://huggingface.co/datasets/EMINES/Tamazight-Speech-to-Arabic-Text.persian-asr-text-2.69M-deduped
🗂️ persian-asr-text-2.69M-deduped
English + فارسی · Part of Shenava 1.0 · Project hub · SLT paper submission
🌟 At a glance | معرفی سریع
English
فارسی
🎯 Purpose
Deduplicated Persian ASR text dataset used by the training stack.
پیکرهٔ متنی فارسیِ حذفتکرارشده برای ساخت واژگان، مدلسازی زبانی و پشتیبانی از آموزش ASR.
🧩 Role
Persian text and linguistic asset
مصنوع متنی و زبانی فارسی
📦 Snapshot
4 files; approximately 109.64 MB
4 فایل؛ حدود 109.64… See the full description on the dataset page: https://huggingface.co/datasets/Reza2kn/persian-asr-text-2.69M-deduped.