Adrian Meise

Room Impulse Response Embeddings for Speech Enhancement in Noisy and Reverberant Environments

We propose a self-supervised approach for learning room impulse response (RIR) representations from single-channel noisy-reverberant speech. It consists of first training on reverberant data, then on noisy-reverberant data, and finally with a teacher-student approach, where the student learns to replicate the teacher's...