Create README.md

README.md

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+---
+annotations_creators:
+- crowdsourced
+language: []
+language_creators:
+- crowdsourced
+license:
+- cc-by-4.0
+multilinguality:
+- multilingual
+pretty_name: VoxCeleb
+size_categories:
+- 1K<n<10K
+- 10K<n<100K
+- 100K<n<1M
+source_datasets: []
+tags: []
+task_categories:
+- automatic-speech-recognition
+- audio-classification
+- image-classification
+task_ids:
+- speaker-identification
+---
+
+# Dataset Card for VoxCeleb
+
+## Table of Contents
+- [Table of Contents](#table-of-contents)
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+
+## Dataset Description
+
+### Dataset Summary
+
+VoxCeleb is an audio-visual dataset consisting of short clips of human speech, extracted from interview videos uploaded to YouTube.
+
+NOTE: Although this dataset can be automatically downloaded, you must manually request credentials to access it from the creators' website.
+
+### Supported Tasks and Leaderboards
+
+[More Information Needed]
+
+### Languages
+
+[More Information Needed]
+
+## Dataset Structure
+
+### Data Instances
+
+Each datapoint has a path to the audio/video clip along with metadata about the speaker.
+
+```
+{
+  'file': '/datasets/downloads/extracted/[hash]/wav/id10271/_YimahVgI1A/00003.wav',
+  'file_format': 'wav',
+  'dataset_id': 'vox1',
+  'speaker_id': 'id10271',
+  'speaker_gender': 'm',
+  'speaker_name': 'Ed_Westwick',
+  'speaker_nationality': 'UK',
+  'video_id': '_YimahVgI1A',
+  'clip_id': '00003',
+  'audio': {
+    'path': '/datasets/downloads/extracted/[hash]/wav/id10271/_YimahVgI1A/00003.wav',
+    'array': array([...], dtype=float32),
+    'sampling_rate': 16000
+  }
+}
+```
+
+### Data Fields
+
+Each row includes the following fields:
+- `file`: The path to the audio/video clip
+- `file_format`: The file format in which the clip is stored (e.g. `wav`, `aac`, `mp4`)
+- `dataset_id`: The ID of the dataset this clip is from (`vox1`, `vox2`)
+- `speaker_id`: The ID of the speaker in this clip
+- `speaker_gender`: The gender of the speaker (`m`/`f`)
+- `speaker_name` (VoxCeleb1 only): The full name of the speaker in the clip
+- `speaker_nationality` (VoxCeleb1 only): The speaker's country of origin
+- `video_id`: The ID of the video from which this clip was taken
+- `clip_index`: The index of the clip for this specific video
+- `audio` (Audio dataset only): The audio signal data
+
+### Data Splits
+
+The dataset has a predefined dev set and test set. The dev set has been renamed to a "train" split.
+
+## Dataset Creation
+
+### Curation Rationale
+
+[More Information Needed]
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+[More Information Needed]
+
+#### Who are the source language producers?
+
+[More Information Needed]
+
+### Annotations
+
+#### Annotation process
+
+[More Information Needed]
+
+#### Who are the annotators?
+
+[More Information Needed]
+
+### Personal and Sensitive Information
+
+The dataset includes recordings of clips (mostly of celebrities and public figures) from public YouTube videos. The names of speakers in VoxCeleb1 are provided.
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[More Information Needed]
+
+### Discussion of Biases
+
+[More Information Needed]
+
+### Other Known Limitations
+
+[More Information Needed]
+
+## Additional Information
+
+### Dataset Curators
+
+[More Information Needed]
+
+### Licensing Information
+
+[More Information Needed]
+
+### Citation Information
+
+The VoxCeleb authors request that anyone who uses VoxCeleb1 or VoxCeleb2 includes the following three citations:
+```
+@Article{Nagrani19,
+    author = "Arsha Nagrani and Joon~Son Chung and Weidi Xie and Andrew Zisserman",
+    title = "Voxceleb: Large-scale speaker verification in the wild",
+    journal = "Computer Science and Language",
+    year = "2019",
+    publisher = "Elsevier",
+}
+
+@InProceedings{Chung18b,
+    author = "Chung, J.~S. and Nagrani, A. and Zisserman, A.",
+    title = "VoxCeleb2: Deep Speaker Recognition",
+    booktitle = "INTERSPEECH",
+    year = "2018",
+}
+
+@InProceedings{Nagrani17,
+    author = "Nagrani, A. and Chung, J.~S. and Zisserman, A.",
+    title = "VoxCeleb: a large-scale speaker identification dataset",
+    booktitle = "INTERSPEECH",
+    year = "2017",
+}
+```
+
+### Contributions
+
+Thanks to [@101arrowz](https://github.com/101arrowz) for adding this dataset.