Datasets:
Commit ·
38d5ce2
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Parent(s):
Duplicate from mutisya/thiomi_5k_v1
Browse files- .gitattributes +60 -0
- README.md +92 -0
- eng_Latn/test-00000-of-00001-a20425f018192829.parquet +3 -0
- eng_Latn/train-00000-of-00001-fe0f5fe03d84d27a.parquet +3 -0
- kam_Latn/test-00000-of-00001-ca4f69bd6d1844d0.parquet +3 -0
- kam_Latn/train-00000-of-00001-bb2084c083ff1a1d.parquet +3 -0
- kik_Latn/test-00000-of-00001-b5fc1bc2a1ab1065.parquet +3 -0
- kik_Latn/train-00000-of-00001-7dd369afae894ddb.parquet +3 -0
- luo_Latn/test-00000-of-00001-b61516a5ad26c529.parquet +3 -0
- luo_Latn/train-00000-of-00001-13e5923210af2e1a.parquet +3 -0
- mer_Latn/test-00000-of-00001-4eb51690a0faa99f.parquet +3 -0
- mer_Latn/train-00000-of-00001-817fc5928416f388.parquet +3 -0
- som_Latn/test-00000-of-00001-93cb418dde6d7773.parquet +3 -0
- som_Latn/train-00000-of-00001-992d13bb368f437c.parquet +3 -0
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README.md
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---
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pretty_name: thiomi_5k_v1
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language:
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- eng
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- kik
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- kam
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- luo
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- mer
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- som
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tags:
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- speech
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- audio
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- tts
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- asr
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- multilingual
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- low-resource
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- african-languages
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task_categories:
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- automatic-speech-recognition
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- text-to-speech
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size_categories:
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- 10K<n<100K
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---
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# Thiomi_5k_v1
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## Motivation
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This dataset release is part of the data and modeling effort described in:
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**The Thiomi Dataset: A Large-Scale Multimodal Corpus for Low-Resource African Languages**
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Hillary Mutisya, John Mugane
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The broader Thiomi work focuses on building high-quality multimodal resources for
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African languages and enabling ASR/MT/TTS research and deployment.
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## Data Structure
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Per language config (`eng_Latn`, `kik_Latn`, `kam_Latn`, `luo_Latn`, `mer_Latn`, `som_Latn`):
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Each config contains `train` and `test` splits. Every row has three fields:
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`sentenceId` (string), `audio` (HF `Audio` feature), and `transcription` (string).
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Row counts are identical across all language configs within a split — the 44
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previously-missing English sentences have been removed from every language.
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## Dataset Statistics
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| Config | Language | Train Samples | Test Samples | Train Audio (h) | Test Audio (h) |
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|---|---|---:|---:|---:|---:|
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| `eng_Latn` | English | 5,453 | 1,365 | 6.59 | 1.64 |
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| `kik_Latn` | Kikuyu | 5,453 | 1,365 | 8.62 | 2.17 |
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| `kam_Latn` | Kamba | 5,453 | 1,365 | 8.21 | 2.00 |
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| `luo_Latn` | Luo | 5,453 | 1,365 | 8.65 | 2.16 |
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| `mer_Latn` | Kimeru | 5,453 | 1,365 | 8.34 | 2.06 |
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| `som_Latn` | Somali | 5,453 | 1,365 | 8.69 | 2.17 |
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| **Total** | | **32,718** | **8,190** | **49.10** | **12.21** |
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## Intended Uses
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- TTS training and adaptation per language
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- ASR training/evaluation with language-specific subsets
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- Speech-text alignment and multilingual benchmarking
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- Data selection and curriculum design for low-resource speech systems
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## Limitations
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- English audio was generated via TTS, not recorded by human speakers.
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- Language balance by *hours* differs despite approximately equal row counts.
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## Privacy and Ethics
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Please follow applicable consent, privacy, and data governance requirements from
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the upstream collection and platform process described in the Thiomi paper.
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## Citation
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If you use this dataset, please cite the Thiomi dataset paper:
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```bibtex
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@misc{mutisya_mugane_thiomi,
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title = {The Thiomi Dataset: A Large-Scale Multimodal Corpus for Low-Resource African Languages},
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author = {Mutisya, Hillary and Mugane, John},
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note = {Thiomi NLP / Harvard University}
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}
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```
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## Acknowledgements
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Thanks to the Thiomi contributors, speakers, annotators, and reviewers who made
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multilingual speech data collection and curation possible.
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eng_Latn/test-00000-of-00001-a20425f018192829.parquet
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