Separated examples by vocal ensemble separation methods using our jaCappella corpus
This is the demo page of our ICASSP 2023 paper [1]. We show separated examples by vocal ensemble separation methods using our jaCappella corpus. The project page of the corpus is here.
| Mixture | Voice part | Ground Truth | X-UMX [2] | DPTNet [3] | MRDLA [4] |
|---|---|---|---|---|---|
|
Dongurikorokoro
(どんぐりころころ in Japanese) Genre: bossa nova |
Lead vocal | ||||
| Soprano | |||||
| Alto | |||||
| Tenor | |||||
| Bass | |||||
| Vocal percussion | |||||
|
Hiraitahiraita
(ひらいたひらいた in Japanese) Genre: enka |
Lead vocal | ||||
| Soprano | |||||
| Alto | |||||
| Tenor | |||||
| Bass | |||||
| Vocal percussion | |||||
|
Otamajakushi
(お玉じゃくし in Japanese) Genre: jazz |
Lead vocal | ||||
| Soprano | |||||
| Alto | |||||
| Tenor | |||||
| Bass | |||||
| Vocal percussion |
References
-
Tomohiko Nakamura, Shinnosuke Takamichi, Naoko Tanji, Satoru Fukayama, and Hiroshi Saruwatari, “jaCappella corpus: A Japanese a cappella vocal ensemble corpus,” in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing, June 2023.
arXiv Code Demo Dataset
Bib
@inproceedings{TNakamura202306ICASSP, author = "Nakamura, Tomohiko and Takamichi, Shinnosuke and Tanji, Naoko and Fukayama, Satoru and Saruwatari, Hiroshi", title = "{jaCappella} corpus: {A} {Japanese} a cappella vocal ensemble corpus", booktitle = "Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing", month = "June", year = "2023", doi = "10.1109/ICASSP49357.2023.10095569" } - X-UMX implementation in the Asteroid source-separation toolkit. Source
- Saurjya Sarkar, Emmanouil Benetos, and Mark Sandler, “Vocal harmony separation using time-domain neural networks,” Proceedings of Interspeech, pp. 3515–3519, 2021. Source
-
Tomohiko Nakamura, Shihori Kozuka, and Hiroshi Saruwatari, “Time-domain audio source separation with neural networks based on multiresolution analysis,” IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 29, pp. 1687–1701, Apr. 2021.
[The Itakura Prize Innovative Young Researcher Award]DOI Code Demo Slides Poster
Bib
@article{TNakamura202104IEEEACMTASLP, author = "Nakamura, Tomohiko and Kozuka, Shihori and Saruwatari, Hiroshi", journal = "IEEE/ACM Transactions on Audio, Speech, and Language Processing", title = "Time-domain audio source separation with neural networks based on multiresolution analysis", year = "2021", doi = "10.1109/TASLP.2021.3072496", month = "April", volume = "29", pages = "1687--1701" }