Automatic Speech Recognition Book Corpus for Language Modeling

A text corpus for language modeling, sourced from books and curated for automatic speech recognition tasks. The dataset was created by author Jiejie and last updated in March 2022.

Use Cases

• Fine-tuning language models on book-derived text data for speech recognition.
• Training acoustic models with text features extracted from this corpus.
• Benchmarking speech recognition performance using a dedicated text corpus.

Strengths

• Dataset is hosted on Hugging Face, a major platform for ML datasets.
• Includes platform tags indicating specific libraries for data processing.

Limitations

• Dataset size, row count, and specific column structure are unknown.
• The last update was in March 2022, potentially making the data stale for current models.
• No sample data or file format details are provided for inspection.

Provenance

Source

Hugging Face, author Jiejie.

Collection Method

Curated from books, based on platform tags.

Time Range

null

Freshness

Last updated March 2022.

Geography

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