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+ # Audio files - uncompressed
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+ # Audio files - compressed
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README.md ADDED
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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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+
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+ # Thiomi_5k_v1
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+
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+
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+ ## Motivation
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+
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+ This dataset release is part of the data and modeling effort described in:
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+
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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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+
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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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+
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+ ## Data Structure
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+
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+ Per language config (`eng_Latn`, `kik_Latn`, `kam_Latn`, `luo_Latn`, `mer_Latn`, `som_Latn`):
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+
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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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+
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+ ## Dataset Statistics
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+
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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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+
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+
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+ ## Intended Uses
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+
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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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+
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+ ## Limitations
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+
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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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+
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+ ## Privacy and Ethics
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+
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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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+
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+ ## Citation
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+
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+ If you use this dataset, please cite the Thiomi dataset paper:
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+
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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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+
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+ ## Acknowledgements
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+
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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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