New Insights on Target Speaker Extraction

M. Elminshawi, W. Mack, S. Chetupalli, S. Chakrabarty, and E. A. P. Habets

1. Performance for Fully Overlapped Mixtures

TCD-TIMIT - 2-Speaker Mixtures

Sample 0

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • extracted - SE-V
    • Solo
  • reference signal - SE-A
    • Solo

Sample 1

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • extracted - SE-V
    • Solo
  • reference signal - SE-A
    • Solo

Sample 2

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • extracted - SE-V
    • Solo
  • reference signal - SE-A
    • Solo

TCD-TIMIT - 3-Speaker Mixtures

Sample 0

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • extracted - SE-V
    • Solo
  • reference signal - SE-A
    • Solo

Sample 1

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • extracted - SE-V
    • Solo
  • reference signal - SE-A
    • Solo

Sample 2

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • extracted - SE-V
    • Solo
  • reference signal - SE-A
    • Solo

LRS3 - 2-Speaker Mixtures

Sample 0

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • extracted - SE-V
    • Solo
  • reference signal - SE-A
    • Solo

Sample 1

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • extracted - SE-V
    • Solo
  • reference signal - SE-A
    • Solo

Sample 2

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • extracted - SE-V
    • Solo
  • reference signal - SE-A
    • Solo

LRS3 - 3-Speaker Mixtures

Sample 0

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • extracted - SE-V
    • Solo
  • reference signal - SE-A
    • Solo

Sample 1

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • extracted - SE-V
    • Solo
  • reference signal - SE-A
    • Solo

Sample 2

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • extracted - SE-V
    • Solo
  • reference signal - SE-A
    • Solo

WSJ0Mix - 2-Speaker Mixtures

Sample 0

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • reference signal - SE-A
    • Solo

Sample 1

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • reference signal - SE-A
    • Solo

Sample 2

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • reference signal - SE-A
    • Solo

WSJ0Mix - 3-Speaker Mixtures

Sample 0

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • reference signal - SE-A
    • Solo

Sample 1

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • reference signal - SE-A
    • Solo

Sample 2

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • reference signal - SE-A
    • Solo

LibriMix - 2-Speaker Mixtures

Sample 0

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • reference signal - SE-A
    • Solo

Sample 1

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • reference signal - SE-A
    • Solo

Sample 2

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • reference signal - SE-A
    • Solo

LibriMix - 3-Speaker Mixtures

Sample 0

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • reference signal - SE-A
    • Solo

Sample 1

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • reference signal - SE-A
    • Solo

Sample 2

Activate

  • Play
  • Stop
  • Repeat
  • --:--:--:--- / --:--:--:---
  • mixture
    • Solo
  • groundtruth target
    • Solo
  • extracted - SS
    • Solo
  • extracted - SE-A
    • Solo
  • reference signal - SE-A
    • Solo