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--- |
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license: mit |
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task_categories: |
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- audio-classification |
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language: |
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- zh |
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- en |
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tags: |
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- music |
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- art |
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pretty_name: Chest voice and Falsetto Dataset |
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size_categories: |
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- 1K<n<10K |
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viewer: false |
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--- |
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# Dataset Card for Chest voice and Falsetto Dataset |
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## Maintenance |
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```bash |
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GIT_LFS_SKIP_SMUDGE=1 git@hf.co:datasets/ccmusic-database/chest_falsetto |
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``` |
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## Dataset Description |
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- **Homepage:** <https://ccmusic-database.github.io> |
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- **Repository:** <https://huggingface.co/datasets/ccmusic-database/chest_falsetto> |
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- **Paper:** <https://doi.org/10.5281/zenodo.5676893> |
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- **Leaderboard:** <https://ccmusic-database.github.io/team.html> |
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- **Point of Contact:** N/A |
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### Dataset Summary |
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This database contains 1280 monophonic singing audio (.wav format) of chest and falsetto voices, with chest voice tagged as _chest_ and falsetto voice tagged as _falsetto_. |
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### Supported Tasks and Leaderboards |
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Audio classification, singing method classification, voice classification |
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### Languages |
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Chinese, English |
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## Dataset Structure |
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<style> |
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#datastructure td { |
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vertical-align: middle !important; |
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text-align: center; |
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} |
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#datastructure th { |
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text-align: center; |
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} |
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</style> |
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<table id="datastructure"> |
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<tr> |
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<th>audio(.wav)</th> |
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<th>mel(.jpg)</th> |
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<th>cqt(.jpg)</th> |
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<th>chroma(.jpg)</th> |
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<th>label</th> |
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<th>gender</th> |
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<th>singing_method</th> |
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</tr> |
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<tr> |
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<td><audio controls src="https://cdn-uploads.huggingface.co/production/uploads/655e0a5b8c2d4379a71882a9/LKSBb11kCyPl15b-DJo6V.wav"></audio></td> |
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<td><img src="https://cdn-uploads.huggingface.co/production/uploads/655e0a5b8c2d4379a71882a9/W8wy7pkYZtCt3lI5Oq39l.jpeg"></td> |
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<td><img src="https://cdn-uploads.huggingface.co/production/uploads/655e0a5b8c2d4379a71882a9/48qPVDDIZe0ttsYXrTJEh.jpeg"></td> |
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<td><img src="https://cdn-uploads.huggingface.co/production/uploads/655e0a5b8c2d4379a71882a9/zm0KorKYtmvOje8qmivHJ.jpeg"></td> |
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<td>m_chest, m_falsetto, f_chest, f_falsetto</td> |
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<td>male, female</td> |
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<td>chest, falsetto</td> |
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</tr> |
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<tr> |
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<td>...</td> |
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<td>...</td> |
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<td>...</td> |
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<td>...</td> |
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<td>...</td> |
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<td>...</td> |
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<td>...</td> |
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</tr> |
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</table> |
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### Data Instances |
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.zip(.wav, .jpg) |
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|
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### Data Fields |
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m_chest, f_chest, m_falsetto, f_falsetto |
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### Data Splits |
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train, validation, test |
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## Dataset Creation |
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### Curation Rationale |
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Lack of a dataset for Chest voice and Falsetto |
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### Source Data |
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#### Initial Data Collection and Normalization |
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Zhaorui Liu, Monan Zhou |
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#### Who are the source language producers? |
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Students from CCMUSIC |
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### Annotations |
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#### Annotation process |
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1280 monophonic singing audio (.wav format) of chest and falsetto voices, with chest voice tagged as _chest_ and falsetto voice tagged as _falsetto_. |
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#### Who are the annotators? |
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Students from CCMUSIC |
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### Personal and Sensitive Information |
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None |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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Promoting the development of AI in the music industry |
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### Discussion of Biases |
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Only for chest and falsetto voices |
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### Other Known Limitations |
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Recordings are cut into slices that are too short; |
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The CQT spectrum column has the problem of spectrum leakage, but because the original audio slice is too short, only 0.5s, it cannot effectively avoid this problem. |
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## Additional Information |
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### Dataset Curators |
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Zijin Li |
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### Evaluation |
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<https://huggingface.co/ccmusic-database/chest_falsetto> |
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### Licensing Information |
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``` |
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MIT License |
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Copyright (c) CCMUSIC |
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Permission is hereby granted, free of charge, to any person obtaining a copy |
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of this software and associated documentation files (the "Software"), to deal |
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in the Software without restriction, including without limitation the rights |
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell |
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copies of the Software, and to permit persons to whom the Software is |
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furnished to do so, subject to the following conditions: |
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The above copyright notice and this permission notice shall be included in all |
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copies or substantial portions of the Software. |
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
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SOFTWARE. |
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``` |
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### Citation Information |
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``` |
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@dataset{zhaorui_liu_2021_5676893, |
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author = {Zhaorui Liu, Monan Zhou, Shenyang Xu, Yuan Wang, Zhaowen Wang, Wei Li and Zijin Li}, |
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title = {CCMUSIC DATABASE: A Music Data Sharing Platform for Computational Musicology Research}, |
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month = {nov}, |
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year = {2021}, |
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publisher = {Zenodo}, |
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version = {1.1}, |
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doi = {10.5281/zenodo.5676893}, |
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url = {https://doi.org/10.5281/zenodo.5676893} |
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} |
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``` |
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|
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### Contributions |
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Provide a dataset for distinguishing chest and falsetto voices |