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researcher

Sonal Kumar

35 papers hereh-index 161.4k citations40 works total

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

author position
  • first author5
  • middle author25
  • last author1

Across the 31 of 35 papers where every author was matched, so the position is known.

fields
  • cs.SD12
  • cs.CL10
  • eess.AS7
  • cs.CV3
  • cs.AI1
  • cs.LG1
same name
  • Sonal Kumar — 2 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedA Closer Look at the Limitations of Instruction Tuning

3 citations · 15 across the 32 of their papers we have counts for

collaborators
Showing 2023 · cs.SDShow all

2 papers · 2 filters

cs.SD2023★ 1 cited

AV-RIR: Audio-Visual Room Impulse Response Estimation

Anton Ratnarajah, Sreyan Ghosh, Sonal Kumar +2

Accurate estimation of Room Impulse Response (RIR), which captures an environment's acoustic properties, is important for speech processing and AR/VR applications. We propose AV-RI…

cs.SD2023★ 1 cited

CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models

Sreyan Ghosh, Ashish Seth, Sonal Kumar +7

A fundamental characteristic of audio is its compositional nature. Audio-language models (ALMs) trained using a contrastive approach (e.g., CLAP) that learns a shared representatio…

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