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researcher

Emad M. Grais

9 papers hereh-index 16932 citations45 works total

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

author position
  • first author9

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

fields
  • cs.SD6
  • cs.LG2
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20132021
most citedSingle Channel Audio Source Separation using Convolutional Denoising Autoencoders

14 citations · 19 across the 9 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.SD2018

Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks

Emad M. Grais, Hagen Wierstorf, Dominic Ward +2

Current performance evaluation for audio source separation depends on comparing the processed or separated signals with reference signals. Therefore, common performance evaluation…

cs.SD2018

Raw Multi-Channel Audio Source Separation using Multi-Resolution Convolutional Auto-Encoders

Emad M. Grais, Dominic Ward, Mark D. Plumbley

Supervised multi-channel audio source separation requires extracting useful spectral, temporal, and spatial features from the mixed signals. The success of many existing systems is…

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