Update README.md

README.md

@@ -25,6 +25,89 @@ tags:
 - ja
 - jp
 ---
+---
+language:
+- ja
+license: gpl
+task_categories:
+- automatic-speech-recognition
+pretty_name: Japanese-Anime-Speech-V2
+dataset_info:
+  features:
+  - name: audio
+    dtype: audio
+  - name: transcription
+    dtype: string
+tags:
+- anime
+- japanese
+- 日本語
+- nihongo
+- speech
+- audio-text
+- asr
+- whisper
+- voice
+- large-v3
+- ja
+- jp
+---
+
 # Japanese Anime Speech Dataset V2
 
-This dataset is in the works.
+[**日本語はこちら**](https://huggingface.co/datasets/joujiboi/japanese-anime-speech-v2/blob/main/README_JA.md)
+
+**japanese-anime-speech-v2** is an audio-text dataset designed for training automatic speech recognition models.
+The dataset comprises 300,506 audio clips and their corresponding transcriptions from various visual novels.
+This dataset is <b>not</b> an expanded version of <a href="https://huggingface.co/datasets/joujiboi/japanese-anime-speech-v1">japanese-anime-speech-v1</a>
+
+The goal of this dataset is to increase the accuracy of automatic speech recognition models, 
+such as OpenAI's [Whisper](https://huggingface.co/openai/whisper-large-v2), 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.
+
+A list of all audio files and transcriptions will be uploaded soon.
+
+<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">
+  <p>
+    <b>Content Warning:</b> Please be advised that the audio in this dataset is sourced from visual novels and contains content that is not suitable for all audiences.
+    Unlike <a href="https://huggingface.co/datasets/joujiboi/japanese-anime-speech-v1">japanese-anime-speech-v1</a>,
+    this dataset has <b>not</b> been filtered for NSFW content and may include explicit or mature material.
+    Users should exercise caution and discretion when working with this dataset
+  </p>
+</div>
+
+# Dataset information
+
+* **300,506** audio-text pairs
+* **458.55 hours** of audio (OpenAI suggests a minimum of [5 hours](https://huggingface.co/blog/fine-tune-whisper) for productive [Whisper](https://huggingface.co/openai/whisper-large-v2) fine-tuning).
+* **5.5s** average audio length
+* Dataset source: **visual novels**
+* Audio format: **mp3 (128kbps)**
+* Latest version: **V1 - June 29th 2024** (this means the first version of the japanese-anime-speech-v2 series)
+
+# Changes from V1
+
+* Significantly increased dataset size from 16,143 to 300,506 audio-text pairs
+* Changed audio from mp3 (192kbps) -> **mp3 (128kbps)** for better storage efficiency
+* No filtering of NSFW content in this version - in the future, the dataset may be split into safe-for-work and nsfw on different splits
+
+# Bias and Limitations
+
+This dataset, while valuable for training anime-style Japanese speech recognition, has some inherent biases and limitations.
+The audio is primarily sourced from visual novels, leading to a gender bias towards female voices and a domain-specific vocabulary revolving around topics such as love, relationships, and fantasy.
+Additionally, the professionally produced nature of the audio results in clear and slow speech, which may not fully reflect real-world speaking patterns.
+This version includes NSFW content, which may not be suitable for all applications or users.
+No formatting or cleaning of the transcriptions has been performed (e.g. removing duplicate characters), which may affect the quality of some text samples.
+
+# Future Plans
+* Create separate splits for safe-for-work and NSFW content
+* Implement text formatting to improve transcription quality (e.g. removing excessive character repetition)
+* Continue expanding the dataset to include more sources
+
+# Use & Credit
+
+This dataset is openly available for commercial or non-commercial use. Anyone is welcome to use this dataset 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.
+
+I hope that by sharing this dataset, we (the open-source community) improve automatic speech recognition for anime content.