Bryan Thornbury commited on
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test initial setup

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README.md CHANGED
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- ---
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- license: apache-2.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+
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+ language:
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+ - en
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+
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+ size_categories:
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+ - 10K<n<100K
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+
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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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+ ---
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+ # Dataset Card for Libriheavy-HQ
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+
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+ WIP: This dataset is still a WIP, check back later.
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+
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+ <!-- Provide a quick summary of the dataset. -->
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+
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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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+
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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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+
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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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+
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+ ## Overview
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+
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+ This is the Libriheavy-HQ dataset, adapted for the `datasets` library.
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+
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+ ## Usage
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+
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+ ### Subsets
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+
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+ Currently, only the "small" subset of [Libriheavy](https://huggingface.co/datasets/pkufool/libriheavy) is available.
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+
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+ In the future, the "medium", and "large" will be available.
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+
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+ The default configuration is "small".
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+
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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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+
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+ ### Example
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+
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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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+
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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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+
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+ ### Columns
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+
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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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+
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+ ### Example Row
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+
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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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+
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+ ## Dataset Details
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+
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+ ### Dataset Description
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+
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+ - **Libriheavy License:** Apache 2.0
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+
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+ ### Dataset Sources [optional]
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+
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+ <!-- Provide the basic links for the dataset. -->
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+
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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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+
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+ ## Citations
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+
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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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+ ```
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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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+
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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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