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CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
A fundamental characteristic of audio is its compositional nature. Audio-language models (ALMs) trained using a contrastive approach …
Sreyan Ghosh
,
Ashish Seth
,
Sonal Kumar
,
Utkarsh Tyagi
,
Chandra Kiran Evuru
,
S Ramaneswaran
,
S Sakshi
,
Oriol Nieto
,
Ramani Duraiswami
,
Dinesh Manocha
PDF
Link
RECAP: Retrieval-Augmented Audio Captioning
We present RECAP (REtrieval-Augmented Audio CAPtioning), a novel and effective audio captioning system that generates captions …
Sreyan Ghosh
,
Sonal Kumar
,
Chandra Kiran Reddy Evuru
,
Ramani Duraiswami
,
Dinesh Manocha
PDF
Link
Layer potential quadrature on manifold boundary elements with constant densities for Laplace and Helmholtz kernels in ℝ3
A method is proposed for evaluation of single and double layer potentials of the Laplace and Helmholtz equations on piecewise smooth …
Shoken Kaneko
,
Ramani Duraiswami
PDF
Link
Efficient Exact Quadrature of Regular Solid Harmonics Times Polynomials Over Simplices in ℝ3
A generalization of a recently introduced recursive numerical method for the exact evaluation of integrals of regular solid harmonics …
Shoken Kaneko
,
Ramani Duraiswami
PDF
Link
Recursive computation of the multipole expansions of layer potential integrals over simplices for efficient fast multipole accelerated boundary elements
In boundary element methods (BEM) in ℝ3, matrix elements and right hand sides are typically computed via analytical or numerical …
Shoken Kaneko
,
Nail A. Gumerov
,
Ramani Duraiswami
Link
Rapid Audiometric Evaluation for Personalized Headphone Listening
The geometry and material properties of a room dictate its acoustic behavior, which in turn heavily influences the perception of sounds …
Matthew J Goupell
,
Marjan Davoodian
,
Sarah Weinstein
,
David Gadzinski
,
Dmitry N Zotkin
,
Kaushik Sethunath
,
Ramani Duraiswami
PDF
Link
Analytical Galerkin boundary integrals of Laplace kernel layer potentials in ℝ3
A method for analytical computation of the double surface integrals for all layer potential kernels associated with the Laplace …
Nail A. Gumerov
,
Shoken Kaneko
,
Ramani Duraiswami
PDF
Link
Recursive Analytical Quadrature of Laplace and Helmholtz Layer Potentials in ℝ3
A method for the analytical evaluation of layer potentials arising in the collocation boundary element method for the Laplace and …
Nail A. Gumerov
,
Shoken Kaneko
,
Ramani Duraiswami
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