Papers by Nursadul Mamun
CIS-BWE: Chaos-Informed Speech Bandwidth Extension (2026.acl-long)
Copied to clipboard
| Challenge: | CIS-BWE introduces two chaos-informed discriminators for capturing the deterministic chaos from speech. |
| Approach: | They propose a novel adversarial Bandwidth Extension framework that introduces two chaos-informed discriminators for capturing the deterministic chaos from speech. |
| Outcome: | The proposed framework achieves better performance across nine subjective and objective evaluation metrics with a 40x reduction in discriminator size and overall 0.5x fewer parameters, establishing a new baseline in the BWE task. |