Deepak Baby

20 papers A 5Misc 5Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2022 A conf
Incremental learning for RNN-Transducer based speech recognition models.
INTERSPEECH
Deepak Baby, Pasquale D'Alterio, Valentin Mendelev
2022 — conf
Residual Adapters for Targeted Updates in RNN-Transducer Based Speech Recognition System.
SLT
Sungjun Han, Deepak Baby, Valentin Mendelev
2021 J jnl
A convolutional neural-network model of human cochlear mechanics and filter tuning for real-time applications.
Nat. Mach. Intell.
Deepak Baby, Arthur Van Den Broucke, Sarah Verhulst
2021 Misc conf
Speech Dereverberation Using Variational Autoencoders.
ICASSP
Deepak Baby, Hervé Bourlard
2020 J jnl
A convolutional neural-network model of human cochlear mechanics and filter tuning for real-time applications.
CoRR
Deepak Baby, Arthur Van Den Broucke, Sarah Verhulst
2020 A conf
Hearing-Impaired Bio-Inspired Cochlear Models for Real-Time Auditory Applications.
INTERSPEECH
Arthur Van Den Broucke, Deepak Baby, Sarah Verhulst
2020 J jnl
iSEGAN: Improved Speech Enhancement Generative Adversarial Networks.
CoRR
Deepak Baby
2019 Misc conf
Sergan: Speech Enhancement Using Relativistic Generative Adversarial Networks with Gradient Penalty.
ICASSP
Deepak Baby, Sarah Verhulst
2018 A conf
Biophysically-inspired Features Improve the Generalizability of Neural Network-based Speech Enhancement Systems.
INTERSPEECH
Deepak Baby, Sarah Verhulst
2018 J jnl
Machines hear better when they have ears.
CoRR
Deepak Baby, Sarah Verhulst
2017 J jnl
Joint Denoising and Dereverberation Using Exemplar-Based Sparse Representations and Decaying Norm Constraint.
IEEE ACM Trans. Audio Speech Lang. Process.
Deepak Baby, Hugo Van hamme
2016 Misc conf
Supervised speech dereverberation in noisy environments using exemplar-based sparse representations.
ICASSP
Deepak Baby, Hugo Van hamme
2015 J jnl
Coupled Dictionaries for Exemplar-Based Speech Enhancement and Automatic Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process.
Deepak Baby, Tuomas Virtanen, Jort F. Gemmeke, Hugo Van hamme
2015 Misc conf
Exemplar-based speech enhancement for deep neural network based automatic speech recognition.
ICASSP
Deepak Baby, Jort F. Gemmeke, Tuomas Virtanen, Hugo Van hamme
2015 — conf
Hybrid input spaces for exemplar-based noise robust speech recognition using coupled dictionaries.
EUSIPCO
Deepak Baby, Hugo Van hamme
2015 A conf
Investigating modulation spectrogram features for deep neural network-based automatic speech recognition.
INTERSPEECH
Deepak Baby, Hugo Van hamme
2015 A conf
Noise robust exemplar matching for speech enhancement: applications to automatic speech recognition.
INTERSPEECH
Emre Yilmaz, Deepak Baby, Hugo Van hamme
2015 — conf
Noise robust exemplar matching with coupled dictionaries for single-channel speech enhancement.
EUSIPCO
Emre Yilmaz, Deepak Baby, Hugo Van hamme
2014 Misc conf
Coupled dictionary training for exemplar-based speech enhancement.
ICASSP
Deepak Baby, Tuomas Virtanen, Tom Barker, Hugo Van hamme
2014 — conf
Exemplar-based noise robust automatic speech recognition using modulation spectrogram features.
SLT
Deepak Baby, Tuomas Virtanen, Jort F. Gemmeke, Tom Barker, Hugo Van hamme