Datasets:
Tasks:
Automatic Speech Recognition
Formats:
parquet
Languages:
Chinese
Size:
10K - 100K
ArXiv:
License:
| license: apache-2.0 | |
| language: | |
| - zh | |
| pretty_name: THCHS-30 Segment | |
| task_categories: | |
| - automatic-speech-recognition | |
| tags: | |
| - speech | |
| - phone-alignment | |
| - segmentation | |
| - mandarin | |
| size_categories: | |
| - 10K<n<100K | |
| # THCHS-30 Segment | |
| Mandarin Chinese read-speech corpus with **phone-level time alignments**. | |
| Suitable for training and evaluating phone recognition and phonetic | |
| segmentation models. | |
| ## Sources | |
| - **Audio**: [THCHS-30](https://www.openslr.org/18/) (OpenSLR 18) by | |
| Dong Wang, Xuewei Zhang, Zhiyong Zhang (Tsinghua University, 2015). | |
| - **Phone alignments**: | |
| [`anyspeech/THCHS-30-alignments`](https://huggingface.co/datasets/anyspeech/THCHS-30-alignments). | |
| ## Splits | |
| | Split | Utterances | | |
| |-------|------------| | |
| | train | 10,000 | | |
| | val | 893 | | |
| | test | 2,495 | | |
| Splits follow the original OpenSLR 18 directory partition | |
| (`data_thchs30/{train,dev,test}`); `dev` is renamed to `val`. | |
| ## Schema | |
| | Column | Type | Description | | |
| |----------------|----------------------|------------------------------------------------------| | |
| | `utt_id` | string | Utterance id, e.g. `A11_0` | | |
| | `audio` | Audio(16 kHz) | Embedded waveform bytes (decoded on access) | | |
| | `text` | string | Hanzi sentence transcript | | |
| | `phones` | sequence[string] | IPA phone tokens with tone diacritics | | |
| | `phone_starts` | sequence[float64] | Phone start times in seconds | | |
| | `phone_ends` | sequence[float64] | Phone end times in seconds | | |
| | `language` | string | `cmn` (ISO 639-3) | | |
| | `speaker_id` | string | Speaker code (utt_id prefix, e.g. `A11`) | | |
| | `duration` | float64 | Utterance duration in seconds | | |
| | `split` | string | `train` / `val` / `test` | | |
| ## Phone inventory | |
| Phones are IPA with Mandarin tone diacritics, e.g. | |
| `lː`, `y˥˩`, `ʂ˘`, `ɻ̩˥˩`, `a˧˥˘`. Silence and pauses are marked with | |
| `[SIL]` intervals, which are kept in the alignment so boundary models can | |
| learn from them. | |
| ## License | |
| Released under the **Apache 2.0** license, matching the original THCHS-30 | |
| release. | |
| ## Citation | |
| ```bibtex | |
| @misc{THCHS30_2015, | |
| title={THCHS-30 : A Free Chinese Speech Corpus}, | |
| author={Dong Wang, Xuewei Zhang, Zhiyong Zhang}, | |
| year={2015}, | |
| url={http://arxiv.org/abs/1512.01882} | |
| } | |
| ``` | |