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Aswin Sivaraman

13 papers hereh-index 7158 citations15 works total

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

author position
  • first author6
  • middle author7

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • eess.AS6
  • cs.SD5
  • cs.CL2

identity via Semantic Scholar / OpenAlex

activity
20182024
most citedOn Psychoacoustically Weighted Cost Functions Towards Resource-Efficient Deep Neural Networks for Speech Denoising

3 citations · 10 across the 8 of their papers we have counts for

collaborators
Showing 2018 · cs.SDShow all

2 papers · 2 filters

cs.SD2018

A Data-Driven Approach to Smooth Pitch Correction for Singing Voice in Pop Music

Sanna Wager, Lijiang Guo, Aswin Sivaraman +1

In this paper, we present a machine-learning approach to pitch correction for voice in a karaoke setting, where the vocals and accompaniment are on separate tracks and time-aligned…

cs.SD2018★ 3 cited

On Psychoacoustically Weighted Cost Functions Towards Resource-Efficient Deep Neural Networks for Speech Denoising

Kai Zhen, Aswin Sivaraman, Jongmo Sung +1

We present a psychoacoustically enhanced cost function to balance network complexity and perceptual performance of deep neural networks for speech denoising. While training the net…

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