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M. Souden

6 papers hereh-index 161.4k citations57 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author5
  • last author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.SD3
  • eess.AS3

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedDynamic curriculum learning via data parameters for noise robust keyword spotting

2 citations · 2 across the 5 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.SD2024

ImmerseDiffusion: A Generative Spatial Audio Latent Diffusion Model

Mojtaba Heydari, Mehrez Souden, Bruno Conejo +1

We introduce ImmerseDiffusion, an end-to-end generative audio model that produces 3D immersive soundscapes conditioned on the spatial, temporal, and environmental conditions of sou…

eess.AS2024

Rethinking Non-Negative Matrix Factorization with Implicit Neural Representations

Krishna Subramani, Paris Smaragdis, Takuya Higuchi +1

Non-negative Matrix Factorization (NMF) is a powerful technique for analyzing regularly-sampled data, i.e., data that can be stored in a matrix. For audio, this has led to numerous…

cs.SD2024

Resource-constrained stereo singing voice cancellation

Clara Borrelli, James Rae, Dogac Basaran +3

We study the problem of stereo singing voice cancellation, a subtask of music source separation, whose goal is to estimate an instrumental background from a stereo mix. We explore…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.