- --:--:--:--- / --:--:--:---
New Insights on Target Speaker Extraction
M. Elminshawi, W. Mack, S. Chetupalli, S. Chakrabarty, and E. A. P. Habets
2. Effect of SIR
TCD-TIMIT - 2-Speaker Mixtures
Sample 0 - SIR = -10 dB
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 0 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 0 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 0 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
TCD-TIMIT - 3-Speaker Mixtures
Sample 0 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 0 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 0 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 0 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
LRS3 - 2-Speaker Mixtures
Sample 0 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 0 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 0 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 0 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
LRS3 - 3-Speaker Mixtures
Sample 0 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 0 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 0 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 0 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 1 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
Sample 2 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- extracted - SE-V
- reference signal - SE-A
WSJ0Mix - 2-Speaker Mixtures
Sample 0 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 0 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 0 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 0 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
WSJ0Mix - 3-Speaker Mixtures
Sample 0 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 0 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 0 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 0 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
LibriMix - 2-Speaker Mixtures
Sample 0 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 0 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 0 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 0 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
LibriMix - 3-Speaker Mixtures
Sample 0 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 0 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 0 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 0 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 1 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = -10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = 0 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = 10 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A
Sample 2 - SIR = 20 dB
- --:--:--:--- / --:--:--:---
- mixture
- groundtruth target
- extracted - SS
- extracted - SE-A
- reference signal - SE-A