Bryan Thornbury
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test initial setup
Browse files- README.md +128 -3
- data/small/train/train-00000-of-00001.parquet +3 -0
README.md
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---
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license:
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---
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license: cc-by-4.0
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task_categories:
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- text-to-speech
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- text-to-audio
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- automatic-speech-recognition
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language:
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- en
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size_categories:
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- 10K<n<100K
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configs:
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- config_name: small
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data_files:
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- split: train
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path: "data/small/train/train*.parquet"
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---
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# Dataset Card for Libriheavy-HQ
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WIP: This dataset is still a WIP, check back later.
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<!-- Provide a quick summary of the dataset. -->
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[Libriheavy](https://huggingface.co/datasets/pkufool/libriheavy): a 50,000 hours ASR corpus with punctuation casing
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and context. Libriheavy is a labeled version of Libri-Light.
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Libriheavy-HQ replaces the default Libri-Light audio files with the highest quality available versions from librivox
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encoded as .wav files at a 48khz sampling rate.
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In most cases, this consists an upgrade of the source audio from a 64kbps .mp3 to a 128kbps .mp3.
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## Overview
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This is the Libriheavy-HQ dataset, adapted for the `datasets` library.
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## Usage
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### Subsets
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Currently, only the "small" subset of [Libriheavy](https://huggingface.co/datasets/pkufool/libriheavy) is available.
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In the future, the "medium", and "large" will be available.
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The default configuration is "small".
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- "small": 509 hours of speech. 417 speakers averaging 1.22 hours per speaker. Does not overlap with other subsets.
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### Example
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Loading the `small` config with only the `train` split.
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```
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load_dataset("mythicinfinity/libriheavy-hq", "small", split="train")
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```
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Streaming is also supported.
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```
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load_dataset("mythicinfinity/libriheavy-hq", streaming=True)
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```
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### Columns
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```
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{
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"id": datasets.Value("string"),
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"speaker_id": datasets.Value("string"),
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"audio": datasets.Audio(sampling_rate=48_000, mono=True),
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"audio_duration": datasets.Value("float32"),
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"text_original": datasets.Value("string"),
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"text_transcription": datasets.Value("string"),
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"librivox_book_id": datasets.Value("string"),
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}
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```
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### Example Row
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```
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{
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'audio': {
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'path': '/home/user/.cache/huggingface/datasets/downloads/extracted/5551a515e85b9e463062524539c2e1cb52ba32affe128dffd866db0205248bdd/LibriTTS/dev-clean/3081/166546/3081_166546_000028_000002.wav',
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'array': ...,
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'sampling_rate': 24000
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},
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'text_normalized': 'How quickly he disappeared!"',
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'text_original': 'How quickly he disappeared!"',
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'speaker_id': '3081',
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'path': '/home/user/.cache/huggingface/datasets/downloads/extracted/5551a515e85b9e463062524539c2e1cb52ba32affe128dffd866db0205248bdd/LibriTTS/dev-clean/3081/166546/3081_166546_000028_000002.wav',
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'chapter_id': '166546',
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'id': '3081_166546_000028_000002'
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}
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```
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## Dataset Details
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### Dataset Description
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- **Libriheavy License:** Apache 2.0
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### Dataset Sources [optional]
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<!-- Provide the basic links for the dataset. -->
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- **Libriheavy Homepage:** https://github.com/k2-fsa/libriheavy
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- **Libriheavy Paper:** https://arxiv.org/abs/2309.08105
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## Citations
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<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
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```
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@misc{Thornbury2024LibriheavyHQ,
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author = {{Thornbury, Bryan and Mythic Infinity Labs}},
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title = {{Libriheavy-HQ}},
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year = {2024},
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url = {https://huggingface.co/mythicinfinity/libriheavy-hq},
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}
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@misc{kang2023libriheavy,
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title={Libriheavy: a 50,000 hours ASR corpus with punctuation casing and context},
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author={Wei Kang and Xiaoyu Yang and Zengwei Yao and Fangjun Kuang and Yifan Yang and Liyong Guo and Long Lin and Daniel Povey},
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year={2023},
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eprint={2309.08105},
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archivePrefix={arXiv},
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primaryClass={eess.AS}
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}
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```
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data/small/train/train-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:49c6b1c28bae11a27f9c492c19d6f860cdc545c646b106f01c0396615ce54547
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size 12001649
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