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M. Szczepanski

9 papers hereh-index 211 citations12 works total

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

author position
  • first author1
  • middle author8

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CV6
  • cs.SD2
  • cs.AR1

identity via Semantic Scholar / OpenAlex

most citedWhere Do Tokens Go? Understanding Pruning Behaviors in STEP at High Resolutions

1 citations · 2 across the 7 of their papers we have counts for

collaborators
Showing cs.SDShow all

2 papers · 1 filter

cs.SD2026

It Takes Few to TANGO: A Quantized Distributed Model for Binaural Speech Enhancement

Zahra Benslimane, Pierre Chouteau, Martyna Poreba +4

Neural network-based multichannel speech enhancement systems achieve strong enhancement performance, but their computational and memory requirements limit deployment on resource-co…

cs.SD2026

RT-Tango: Real-Time Distributed Binaural Speech Enhancement for Low-Power Hearing Aid Devices

Z. Benslimane, P. Chouteau, M. Poreba +4

Real-time binaural speech enhancement is constrained by latency, computational cost, and inter-device communication, yet existing efficient solutions predominantly address single-c…

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