3 papers
cs.SD2026
Feasibility of Time-Domain DNN-Based Speech Enhancement on Embedded FPGA for Hearing Aids
Feyisayo Olalere, Umut Altin, Kiki van der Heijden +1
Hearing aids impose strict latency and power constraints that current DNN-based speech enhancement systems struggle to meet on embedded hardware. We characterize this gap by deploy…
cs.SD2025
Speech Separation for Hearing-Impaired Children in the Classroom
Feyisayo Olalere, Kiki van der Heijden, H. Christiaan Stronks +3
Classroom environments are particularly challenging for children with hearing impairments, where background noise, multiple talkers, and reverberation degrade speech perception. Th…
cs.SD2025
Leveraging Spatial Cues from Cochlear Implant Microphones to Efficiently Enhance Speech Separation in Real-World Listening Scenes
Feyisayo Olalere, Kiki van der Heijden, Christiaan H. Stronks +3
Speech separation approaches for single-channel, dry speech mixtures have significantly improved. However, real-world spatial and reverberant acoustic environments remain challengi…