Publications

Fotios Drakopoulose, Deepak Baby, Sarah Verhulst (2021). A convolutional neural-network framework for modelling auditory sensory cells and synapses. Nat Commun Biol.

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Deepak Baby, Herve Bourlard (2021). Speech Dereverberation using Variational Autoencoders. IEEE-ICASSP.

Deepak Baby, Arthur Van Den Broucke, Sarah Verhulst (2021). A convolutional neural-network model of human cochlear mechanics and filter tuning for real-time applications. Nat Mach Intell.

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Arthur Van Den Broucke, Deepak Baby, Sarah Verhulst (2020). Hearing-Impaired Bio-Inspired Cochlear Models for Real-Time Auditory Applications. INTERSPEECH.

Laura Seynaeve, Deepak Baby, Hugo Van hamme, Steven De Vleeschouwer, Patrick Dupont, Wim Van Paesschen (2019). Automated speech analysis to improve TMS-based language mapping: Algorithm and proof of concept. Brain Stimulation.

Fotios Drakopoulos, Deepak Baby, Sarah Verhulst (2019). Real-Time Audio Processing on a Raspberry Pi using Deep Neural Networks. ICA.

Deepak Baby, Sarah Verhulst (2019). SERGAN: Speech Enhancement using Relativistic Generative Adversarial Networks with Gradient Penalty. IEEE-ICASSP.

Deepak Baby, Sarah Verhulst (2018). Biophysically-inspired Features Improve the Generalizability of Neural Network-based Speech Enhancement Systems. INTERSPEECH.

Deepak Baby, Hugo Van hamme (2017). Joint Denoising and Dereverberation Using Exemplar-Based Sparse Representations and Decaying Norm Constraint. IEEE/ACM-TASLP.

Deepak Baby, Hugo Van hamme (2016). Supervised Speech Dereverberation in Noisy Environments using Exemplar-based Sparse Representations. IEEE-ICASSP.

Deepak Baby, Tuomas Virtanen, , Hugo Van hamme (2015). Coupled Dictionaries for Exemplar-Based Speech Enhancement and Automatic Speech Recognition. IEEE/ACM-TASLP.

Emre Yilmaz, Deepak Baby, Hugo Van hamme (2015). Noise Robust Exemplar Matching for Speech Enhancement: Applications to Automatic Speech Recognition. INTERSPEECH.

Deepak Baby, Hugo Van hamme (2015). Investigating Modulation Spectrogram Features for Deep Neural Network-Based Automatic Speech Recognition. INTERSPEECH.

Emre Yilmaz, Deepak Baby, Hugo Van hamme (2015). Noise robust exemplar matching with coupled dictionaries for single-channel speech enhancement. EUSIPCO.

Deepak Baby, Hugo Van hamme (2015). Hybrid input spaces for exemplar-based noise robust speech recognition using coupled dictionaries. EUSIPCO.

Deepak Baby, , Tuomas Virtanen, Hugo Van hamme (2015). Exemplar-based speech enhancement for deep neural network based automatic speech recognition. IEEE-ICASSP.

Deepak Baby, Tuomas Virtanen, , Tom Barker, Hugo Van hamme (2014). Exemplar-based noise robust automatic speech recognition using modulation spectrogram features. IEEE-SLT.

Deepak Baby, Tuomas Virtanen, Tom Barker, Hugo Van hamme (2014). Coupled dictionary training for exemplar-based speech enhancement. IEEE-ICASSP.

Deepak Baby, Sibi Raj B. Pillai (2012). Ordered Orthogonal Matching Pursuit. NCC.

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