default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDEmad M. Grais
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Journal Articles
- 2024
[j4]Emad M. Grais
, Leixin Nie, Bin Zou, Xiaoya Wang, Tariq Rahim, Jing Sun, Shuna Li, Jie Wang, Wen Jiang, Yuexin Cai, Haidi Yang, Fei Zhao:
An advanced machine learning approach for high accuracy automated diagnosis of otitis media with effusion in different age groups using 3D wideband acoustic immittance. Biomed. Signal Process. Control. 87(Part A): 105525 (2024)- 2017
- [j3]Emad M. Grais, Gerard Roma, Andrew J. R. Simpson, Mark D. Plumbley:
Two-Stage Single-Channel Audio Source Separation Using Deep Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 25(9): 1773-1783 (2017) - 2014
- [j2]Emad M. Grais, Hakan Erdogan:
Source separation using regularized NMF with MMSE estimates under GMM priors with online learning for the uncertainties. Digit. Signal Process. 29: 20-34 (2014) - 2013
- [j1]Emad M. Grais, Hakan Erdogan:
Regularized nonnegative matrix factorization using Gaussian mixture priors for supervised single channel source separation. Comput. Speech Lang. 27(3): 746-762 (2013)
Conference and Workshop Papers
- 2023
- [c23]Emad M. Grais, Scott V. Notley, George Panoutsos:
Reinforcement Learning for Multiple-Input Multiple-Output Control in Metal Additive Manufacturing. ICNSC 2023: 1-6 - 2020
- [c22]Emad M. Grais, Fei Zhao, Mark D. Plumbley:
Multi-Band Multi-Resolution Fully Convolutional Neural Networks for Singing Voice Separation. EUSIPCO 2020: 261-265 - 2019
- [c21]Emad M. Grais, Hagen Wierstorf, Dominic Ward, Russell Mason, Mark D. Plumbley:
Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks. EUSIPCO 2019: 1-5 - 2018
- [c20]Emad M. Grais, Dominic Ward, Mark D. Plumbley:
Raw Multi-Channel Audio Source Separation using Multi- Resolution Convolutional Auto-Encoders. EUSIPCO 2018: 1577-1581 - [c19]Emad M. Grais, Hagen Wierstorf, Dominic Ward, Mark D. Plumbley:
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation. LVA/ICA 2018: 340-350 - [c18]Dominic Ward, Hagen Wierstorf, Russell D. Mason, Emad M. Grais, Mark D. Plumbley:
BSS Eval or Peass? Predicting the Perception of Singing-Voice Separation. ICASSP 2018: 596-600 - 2017
- [c17]Emad M. Grais, Mark D. Plumbley:
Single channel audio source separation using convolutional denoising autoencoders. GlobalSIP 2017: 1265-1269 - [c16]Andrew J. R. Simpson, Gerard Roma, Emad M. Grais, Russell D. Mason, Christopher Hummersone, Mark D. Plumbley:
Psychophysical Evaluation of Audio Source Separation Methods. LVA/ICA 2017: 211-221 - [c15]Emad M. Grais, Gerard Roma, Andrew J. R. Simpson, Mark D. Plumbley:
Discriminative Enhancement for Single Channel Audio Source Separation Using Deep Neural Networks. LVA/ICA 2017: 236-246 - 2016
- [c14]Andrew J. R. Simpson, Gerard Roma, Emad M. Grais, Russell D. Mason, Chris Hummersone, Antoine Liutkus, Mark D. Plumbley:
Evaluation of audio source separation models using hypothesis-driven non-parametric statistical methods. EUSIPCO 2016: 1763-1767 - [c13]Emad M. Grais, Gerard Roma, Andrew J. R. Simpson, Mark D. Plumbley:
Combining Mask Estimates for Single Channel Audio Source Separation Using Deep Neural Networks. INTERSPEECH 2016: 3339-3343 - 2014
- [c12]Emad M. Grais, Mehmet Umut Sen, Hakan Erdogan:
Deep neural networks for single channel source separation. ICASSP 2014: 3734-3738 - 2013
- [c11]Emad M. Grais, Hakan Erdogan:
Discriminative nonnegative dictionary learning using cross-coherence penalties for single channel source separation. INTERSPEECH 2013: 808-812 - [c10]Emad M. Grais, Hakan Erdogan:
Spectro-temporal post-enhancement using MMSE estimation in NMF based single-channel source separation. INTERSPEECH 2013: 3279-3283 - [c9]Emad M. Grais, Hakan Erdogan:
Initialization of nonnegative matrix factorization dictionaries for single channel source separation. SIU 2013: 1-4 - 2012
- [c8]Emad M. Grais, Hakan Erdogan:
Spectro-temporal post-smoothing in NMF based single-channel source separation. EUSIPCO 2012: 584-588 - [c7]Emad M. Grais, Hakan Erdogan:
Gaussian Mixture Gain Priors for Regularized Nonnegative Matrix Factorization in Single-Channel Source Separation. INTERSPEECH 2012: 1520-1523 - [c6]Emad M. Grais, Hakan Erdogan:
Hidden Markov Models as Priors for Regularized Nonnegative Matrix Factorization in Single-Channel Source Separation. INTERSPEECH 2012: 1536-1539 - [c5]Emad M. Grais, Ibrahim Saygin Topkaya, Hakan Erdogan:
Audio-visual speech recognition with background music using single-channel source separation. SIU 2012: 1-4 - 2011
- [c4]Emad M. Grais, Hakan Erdogan:
Single channel speech music separation using nonnegative matrix factorization and spectral masks. DSP 2011: 1-6 - [c3]Emad M. Grais, Hakan Erdogan:
Adaptation of Speaker-Specific Bases in Non-Negative Matrix Factorization for Single Channel Speech-Music Separation. INTERSPEECH 2011: 569-572 - [c2]Emad M. Grais, Hakan Erdogan:
Single Channel Speech Music Separation Using Nonnegative Matrix Factorization with Sliding Windows and Spectral Masks. INTERSPEECH 2011: 1773-1776 - 2010
- [c1]Hakan Erdogan, Emad M. Grais:
Semi-blind Speech-Music Separation Using Sparsity and Continuity Priors. ICPR 2010: 4573-4576
Informal and Other Publications
- 2021
- [i9]Emad M. Grais, Xiaoya Wang, Jie Wang, Fei Zhao, Wen Jiang, Yuexin Cai, Lifang Zhang, Qingwen Lin, Haidi Yang:
Analysing Wideband Absorbance Immittance in Normal and Ears with Otitis Media with Effusion Using Machine Learning. CoRR abs/2103.02982 (2021) - 2019
- [i8]Emad M. Grais, Fei Zhao, Mark D. Plumbley:
Multi-Band Multi-Resolution Fully Convolutional Neural Networks for Singing Voice Separation. CoRR abs/1910.09266 (2019) - 2018
- [i7]Emad M. Grais, Dominic Ward, Mark D. Plumbley:
Raw Multi-Channel Audio Source Separation using Multi-Resolution Convolutional Auto-Encoders. CoRR abs/1803.00702 (2018) - [i6]Emad M. Grais, Hagen Wierstorf, Dominic Ward, Russell Mason, Mark D. Plumbley:
Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks. CoRR abs/1811.00454 (2018) - 2017
- [i5]Emad M. Grais, Mark D. Plumbley:
Single Channel Audio Source Separation using Convolutional Denoising Autoencoders. CoRR abs/1703.08019 (2017) - [i4]Emad M. Grais, Hagen Wierstorf, Dominic Ward, Mark D. Plumbley:
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation. CoRR abs/1710.11473 (2017) - 2016
- [i3]Emad M. Grais, Gerard Roma, Andrew J. R. Simpson, Mark D. Plumbley:
Discriminative Enhancement for Single Channel Audio Source Separation using Deep Neural Networks. CoRR abs/1609.01678 (2016) - 2013
- [i2]Emad M. Grais, Hakan Erdogan:
Source Separation using Regularized NMF with MMSE Estimates under GMM Priors with Online Learning for The Uncertainties. CoRR abs/1302.7283 (2013) - [i1]Emad M. Grais, Mehmet Umut Sen, Hakan Erdogan:
Deep neural networks for single channel source separation. CoRR abs/1311.2746 (2013)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-25 05:46 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
