2 citations · 2 across the 3 of their papers we have counts for
3 papers
Biomimetic Frontend for Differentiable Audio Processing
Ruolan Leslie Famularo, Dmitry N. Zotkin, Shihab A. Shamma +1
While models in audio and speech processing are becoming deeper and more end-to-end, they as a consequence need expensive training on large data, and are often brittle. We build on…
Gaussian Process Models for HRTF based Sound-Source Localization and Active-Learning
Yuancheng Luo, Dmitry N. Zotkin, Ramani Duraiswami
From a machine learning perspective, the human ability localize sounds can be modeled as a non-parametric and non-linear regression problem between binaural spectral features of so…
Sparse Head-Related Impulse Response for Efficient Direct Convolution
Yuancheng Luo, Dmitry N. Zotkin, Ramani Duraiswami
Head-related impulse responses (HRIRs) are subject-dependent and direction-dependent filters used in spatial audio synthesis. They describe the scattering response of the head, tor…