Bridge-SR: Schrödinger Bridge for Efficient Speech Super-Resolution
Chang Li*2,3, Zehua Chen*1,3, Fan Bao2, Jun Zhu1,†
1Department of CST, Tsinghua University, Beijing, China
2Shengshu AI, Beijing, China
3University of Science & Technology of China, Hefei, China
16kHz -> 48kHz (5 Samples)
please use high resolution headphones
(Test Sample 1)
Input
AudioSR
mdctGAN
NU-Wave
UDM+
NU-Wave2
Bridge-SR
Ground Truth
(Test Sample 2)
Input
AudioSR
mdctGAN
NU-Wave
UDM+
NU-Wave2
Bridge-SR
Ground Truth
(Test Sample 3)
Input
AudioSR
Your browser does not support the audio element.
mdctGAN
Your browser does not support the audio element.
NU-Wave
Your browser does not support the audio element.
UDM+
Your browser does not support the audio element.
NU-Wave2
Your browser does not support the audio element.
Bridge-SR
Your browser does not support the audio element.
Ground Truth
(Test Sample 4)
Your browser does not support the audio element.
Input
Your browser does not support the audio element.
(Test Sample 1)
Your browser does not support the audio element.
Input
Your browser does not support the audio element.
AudioSR
Your browser does not support the audio element.
mdctGAN
Your browser does not support the audio element.
NU-Wave
Your browser does not support the audio element.
UDM+
Your browser does not support the audio element.
NU-Wave2
Your browser does not support the audio element.
Bridge-SR
Your browser does not support the audio element.
Ground Truth
AudioSR
Your browser does not support the audio element.
mdctGAN
Your browser does not support the audio element.
NU-Wave
Your browser does not support the audio element.
UDM+
Your browser does not support the audio element.
NU-Wave2
Your browser does not support the audio element.
Bridge-SR
Your browser does not support the audio element.
Ground Truth
(Test Sample 5)
Your browser does not support the audio element.
Input
Your browser does not support the audio element.
(Test Sample 1)
Your browser does not support the audio element.
Input
Your browser does not support the audio element.
AudioSR
Your browser does not support the audio element.
mdctGAN
Your browser does not support the audio element.
NU-Wave
Your browser does not support the audio element.
UDM+
Your browser does not support the audio element.
NU-Wave2
Your browser does not support the audio element.
Bridge-SR
Your browser does not support the audio element.
Ground Truth
AudioSR
Your browser does not support the audio element.
mdctGAN
Your browser does not support the audio element.
NU-Wave
Your browser does not support the audio element.
UDM+
Your browser does not support the audio element.
NU-Wave2
Your browser does not support the audio element.
Bridge-SR
Your browser does not support the audio element.
Ground Truth
Performance on Other Input Sampling Rate
24kHz -> 48kHz (2 Samples)
(Test Sample 1)
Your browser does not support the audio element.
Input
Your browser does not support the audio element.
AudioSR
Your browser does not support the audio element.
mdctGAN
Your browser does not support the audio element.
NU-Wave
Your browser does not support the audio element.
UDM+
Your browser does not support the audio element.
NU-Wave2
Your browser does not support the audio element.
Bridge-SR
Your browser does not support the audio element.
Ground Truth
(Test Sample 2)
Your browser does not support the audio element.
Input
Your browser does not support the audio element.
AudioSR
Your browser does not support the audio element.
MDCT-GAN
Your browser does not support the audio element.
NU-Wave
Your browser does not support the audio element.
UDM+
Your browser does not support the audio element.
NU-Wave2
Your browser does not support the audio element.
Bridge-SR
Your browser does not support the audio element.
Ground Truth
12kHz -> 48kHz (2 Samples)
(Test Sample 1)
Your browser does not support the audio element.
Input
Your browser does not support the audio element.
AudioSR
Your browser does not support the audio element.
mdctGAN
Your browser does not support the audio element.
NU-Wave
Your browser does not support the audio element.
UDM+
Your browser does not support the audio element.
NU-Wave2
Your browser does not support the audio element.
Bridge-SR
Your browser does not support the audio element.
Ground Truth
(Test Sample 2)
Your browser does not support the audio element.
Input
Your browser does not support the audio element.
AudioSR
Your browser does not support the audio element.
MDCT-GAN
Your browser does not support the audio element.
NU-Wave
Your browser does not support the audio element.
UDM+
Your browser does not support the audio element.
NU-Wave2
Your browser does not support the audio element.
Bridge-SR
Your browser does not support the audio element.
Ground Truth
8kHz -> 48kHz (2 Samples)
(Test Sample 1)
Your browser does not support the audio element.
Input
Your browser does not support the audio element.
AudioSR
Your browser does not support the audio element.
mdctGAN
Your browser does not support the audio element.
NU-Wave
Your browser does not support the audio element.
UDM+
Your browser does not support the audio element.
NU-Wave2
Your browser does not support the audio element.
Bridge-SR
Your browser does not support the audio element.
Ground Truth
(Test Sample 2)
Your browser does not support the audio element.
Input
Your browser does not support the audio element.
AudioSR
Your browser does not support the audio element.
MDCT-GAN
Your browser does not support the audio element.
NU-Wave
Your browser does not support the audio element.
UDM+
Your browser does not support the audio element.
NU-Wave2
Your browser does not support the audio element.
Bridge-SR
Your browser does not support the audio element.
Ground Truth