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--- |
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dataset_info: |
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features: |
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- name: audio |
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dtype: audio |
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- name: transcription |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 6338735137.714 |
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num_examples: 16143 |
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download_size: 6016375356 |
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dataset_size: 6338735137.714 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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task_categories: |
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- automatic-speech-recognition |
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language: |
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- ja |
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tags: |
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- anime |
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- japanese |
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- 日本語 |
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- nihongo |
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- speech |
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- audio-text |
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pretty_name: Japanese-Anime-Speech |
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size_categories: |
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- 10K<n<100K |
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license: cc0-1.0 |
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--- |
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# Japanese Anime Speech Dataset |
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**japanese-anime-speech** is an audio-text dataset designed for the training of automatic speech recognition models. The dataset is comprised of thousands of audio clips and their corresponding transcriptions from different visual novels. |
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The goal of this dataset is to enhance the proficiency of automatic speech recognition systems, such as OpenAI's Whisper, in accurately transcribing dialogue from anime and other similar Japanese media. This genre is characterized by unique linguistic features and speech patterns that diverge from conventional Japanese speech. |
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Code used for scraping this audio will be available once I feel it is reliable and easy-to-use. |
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<div class="course-tip course-tip-orange bg-gradient-to-br dark:bg-gradient-to-r before:border-orange-500 dark:before:border-orange-800 from-orange-50 dark:from-gray-900 to-white dark:to-gray-950 border border-orange-50 text-orange-700 dark:text-gray-400"> |
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<p><b>NSFW Warning:</b> Please be advised that the majority of the audio in this dataset is sourced from visual novels and may include content that is not suitable for all audiences, such as suggestive sounds or heavy breathing. Efforts are underway to ensure that such content is substantially minimized in future updates of the dataset. </p> |
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</div> |
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# Changelog |
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* **V1** - The current version contains **16,143** audio-text pairs from the visual novel `IxSHE Tell`. Some cleaning of the transcriptions has been done to get rid of unwanted characters at the start and end of lines, but I intend to do much more for the second version. |
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# To do |
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* [X] Create a dataset of over 10k items |
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* [ ] Compress the audio with minimal quality loss |
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* [ ] Add audio from more visual novels |
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* [ ] Create a workflow for scraping audio from visual novels that use an engine other than Artemis |
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* [ ] Clean out nsfw audio |
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* [ ] Create a dataset of over 20k items |
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* [ ] Create a dataset of over 30k items |
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* [ ] Convert names in transcriptions to katakana? |
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# Use & Credit |
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This dataset is openly available for commercial or non-commercial use. Anyone is welcome to use this resource as they deem appropriate. However, the creator assumes no responsibility for the consequences of its use. While not mandatory, crediting this dataset with a hyperlink in any derivative work would be greatly appreciated. |
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I hope that by sharing this dataset, we (the open-source community) improve automatic speech recognition for anime content. |
