2016:Singing Voice Separation Results

From MIREX Wiki

Introduction

Description

These are the results for the 2016 running of the Singing Voice Separation task set. The evaluation set is kindly provided by iKala. If you need to cite this page, please also cite T.-S. Chan, T.-C. Yeh, Z.-C. Fan, H.-W. Chen, L. Su, Y.-H. Yang, and R. Jang, "Vocal activity informed singing voice separation with the iKala dataset," in Proc. IEEE Int. Conf. Acoust., Speech and Signal Process., 2015, pp. 718-722. For more information about this task set please refer to the 2016:Singing Voice Separation page.

Legend

Submission code Submission name Abstract PDF Contributors Training set
GD1 Harmonic Modeling of Singing Voice for Source Separation PDF Georgi Dzhambazov Unknown
HC1 MIREX 2016 Submission for Singing Voice Separation PDF Yi-Chun Huang, Tai-Shih Chi iKala
LCP1 Deep Clustering for Singing Voice Separation PDF Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Daniel P. W. Ellis SiSEC
LCP2 Deep Clustering for Singing Voice Separation PDF Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Daniel P. W. Ellis SiSEC
MC2 MIREX 2016 Submission for Singing Voice Separation - Marius Miron, Pritish Chandna Unknown
MC3 MIREX 2016 Submission for Singing Voice Separation - Marius Miron, Pritish Chandna Unknown
RSGP1 Singing Voice Separation Using Deep Neural Networks and F0 Estimation PDF Gerard Roma, Emad M. Grais, Andrew J. R. Simpson, Mark D. Plumbley iKala

Evaluation Criteria

GNSDR = Global Normalized Signal-to-Distortion Ratio
NSDR = Normalized Signal-to-Distortion Ratio
SIR = Signal-to-Interference Ratio
SAR = Signal-to-Artifacts Ratio

Summary

Summary Results

Algorithm Voice GNSDR (dB) Music GNSDR (dB) Runtime (m)
GD1 -2.2810 0.3954 26.4413
HC1 4.6309 7.8180 28.9727
LCP1 6.0726 10.9256 37.8235
LCP2 6.3414 11.1878 32.4800
MC2 5.2891 9.6678 34.8084
MC3 5.4920 9.8049 36.7194
RSGP1 3.2589 8.7664 32.3578

NSDR

For the Singing Voice (dB)

<csv>2016/svs/nsdr-voice.csv</csv>

For the Music Accompaniment (dB)

<csv>2016/svs/nsdr-music.csv</csv>

Boxplots

2016-svs-nsdr.png

SIR

For the Singing Voice (dB)

<csv>2016/svs/sir-voice.csv</csv>

For the Music Accompaniment (dB)

<csv>2016/svs/sir-music.csv</csv>

Boxplots

2016-svs-sir.png

SAR

For the Singing Voice (dB)

<csv>2016/svs/sar-voice.csv</csv>

For the Music Accompaniment (dB)

<csv>2016/svs/sar-music.csv</csv>

Boxplots

2016-svs-sar.png

Runtime Data

<csv>2016/svs/runtime.csv</csv>