Deepak Baby

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 18

Top Topics

Speech Enhancement

Noisy Environments

Top Venues

Publications

Deepak Baby, Pasquale D'Alterio, Valentin Mendelev
Incremental learning for RNN-Transducer based speech recognition models. INTERSPEECH (2022)
Sungjun Han, Deepak Baby, Valentin Mendelev
Residual Adapters for Targeted Updates in RNN-Transducer Based Speech Recognition System. SLT (2022)
Deepak Baby, Arthur Van Den Broucke, Sarah Verhulst
A convolutional neural-network model of human cochlear mechanics and filter tuning for real-time applications. Nat. Mach. Intell. 3 (2) (2021)
Deepak Baby, Hervé Bourlard
Speech Dereverberation Using Variational Autoencoders. ICASSP (2021)
Deepak Baby, Arthur Van Den Broucke, Sarah Verhulst
A convolutional neural-network model of human cochlear mechanics and filter tuning for real-time applications. CoRR (2020)
Arthur Van Den Broucke, Deepak Baby, Sarah Verhulst
Hearing-Impaired Bio-Inspired Cochlear Models for Real-Time Auditory Applications. INTERSPEECH (2020)
Deepak Baby
iSEGAN: Improved Speech Enhancement Generative Adversarial Networks. CoRR (2020)
Deepak Baby, Sarah Verhulst
Sergan: Speech Enhancement Using Relativistic Generative Adversarial Networks with Gradient Penalty. ICASSP (2019)
Deepak Baby, Sarah Verhulst
Biophysically-inspired Features Improve the Generalizability of Neural Network-based Speech Enhancement Systems. INTERSPEECH (2018)
Deepak Baby, Sarah Verhulst
Machines hear better when they have ears. CoRR (2018)
Deepak Baby, Hugo Van hamme
Joint Denoising and Dereverberation Using Exemplar-Based Sparse Representations and Decaying Norm Constraint. IEEE ACM Trans. Audio Speech Lang. Process. 25 (10) (2017)
Deepak Baby, Hugo Van hamme
Supervised speech dereverberation in noisy environments using exemplar-based sparse representations. ICASSP (2016)
Emre Yilmaz, Deepak Baby, Hugo Van hamme
Noise robust exemplar matching with coupled dictionaries for single-channel speech enhancement. EUSIPCO (2015)
Deepak Baby, Jort F. Gemmeke, Tuomas Virtanen, Hugo Van hamme
Exemplar-based speech enhancement for deep neural network based automatic speech recognition. ICASSP (2015)
Deepak Baby, Hugo Van hamme
Investigating modulation spectrogram features for deep neural network-based automatic speech recognition. INTERSPEECH (2015)
Deepak Baby, Hugo Van hamme
Hybrid input spaces for exemplar-based noise robust speech recognition using coupled dictionaries. EUSIPCO (2015)
Emre Yilmaz, Deepak Baby, Hugo Van hamme
Noise robust exemplar matching for speech enhancement: applications to automatic speech recognition. INTERSPEECH (2015)
Deepak Baby, Tuomas Virtanen, Jort F. Gemmeke, Hugo Van hamme
Coupled Dictionaries for Exemplar-Based Speech Enhancement and Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 23 (11) (2015)
Deepak Baby, Tuomas Virtanen, Tom Barker, Hugo Van hamme
Coupled dictionary training for exemplar-based speech enhancement. ICASSP (2014)
Deepak Baby, Tuomas Virtanen, Jort F. Gemmeke, Tom Barker, Hugo Van hamme
Exemplar-based noise robust automatic speech recognition using modulation spectrogram features. SLT (2014)