CoolFace
Datasetpublic

ghanaopenai/new-twi-tts-aligned

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 TTS Dataset A speech dataset of Twi (Akan) extracted from Ghanaian news media broadcasts, designed for training and fine-tuning Text-To-Speech (TTS) models. 📂 Dataset Structure Column Type Description… See the full description on the dataset page: https://huggingface.co/datasets/ghanaopenai/new-twi-tts-aligned.

sourceHugging Facecc-by-nc-4.0updated 3mo agoView on Hugging Face
0likes695downloads
Dataset Card
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 TTS Dataset

A speech dataset of Twi (Akan) extracted from Ghanaian news media broadcasts, designed for training and fine-tuning Text-To-Speech (TTS) models.

📂 Dataset Structure

ColumnTypeDescription
audioAudio24 kHz mono WAV audio segment
textstringVerbatim Twi transcription of the audio segment
durationfloatDuration of the audio segment in seconds

📊 Statistics

MetricValue
Total clips161,398
Total duration172.44 hours
Mean clip duration3.85 s
Min / Max clip duration0.10 s / 29.82 s
Mean words per clip11.5
Min / Max words1 / 81
Vocabulary size64,812 unique words
Sample rate24,000 Hz (mono)

🚀 Usage

python
from datasets import load_dataset

dataset = load_dataset("ghananlpcommunity/new-twi-tts-aligned")
train = dataset["train"]

example = train[0]
print("Transcription:", example["text"])
print("Duration (s):", example["duration"])
print("Audio array shape:", example["audio"]["array"].shape)
print("Sample rate:", example["audio"]["sampling_rate"])

🎯 Intended Use Cases

  • —Building TTS models from scratch or finetuning for Twi (Akan)
  • —Linguistic research on Twi phonology and prosody
  • —Low-resource African language ASR benchmarking

📜 Citation

bibtex
@dataset{twi_tts,
  author    = {Owusu, Mich-Seth},
  title     = {Twi TTS Dataset},
  year      = {2026},
  publisher = {Hugging Face},
  url       = {https://huggingface.co/datasets/ghananlpcommunity/new-twi-tts-aligned}
}

🙏 Acknowledgments

Created by Mich-Seth Owusu for the Ghana NLP Community.