publications
2025
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End-to-end Joint Punctuated and Normalized ASR with a Limited Amount of Punctuated Training DataIn Proceedings of European Signal Processing Conference (EUSIPCO), 2025
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Joint Beamforming and Speaker-Attributed ASR for Real Distant-Microphone Meeting TranscriptionIn Proceedings of European Signal Processing Conference (EUSIPCO), 2025
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Posterior Transition Modeling for Unsupervised Diffusion-Based Speech EnhancementIEEE Signal Processing Letters, 2025Accepted for publication
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Towards Skeletal and Signer Noise Reduction in Sign Language Production via Quaternion-Based Pose Encoding and Contrastive LearningIn SLTAT 2025: 9th Workshop on Sign Language Translation and Avatar Technologies, Sep 2025
2024
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Improving Speaker Assignment in Speaker-Attributed ASR for Real Meeting ApplicationsIn The Speaker and Language Recognition Workshop Odyssey 2024, Sep 2024
2023
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Expression-preserving face frontalization improves visually assisted speech processingInternational Journal of Computer Vision, Sep 2023
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End-to-end Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature AnalysisIn IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), Sep 2023
2022
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The impact of removing head movements on audio-visual speech enhancementIn IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Sep 2022
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Non-smooth regularization: Improvement to learning framework through extrapolationIEEE Transactions on Signal Processing, Sep 2022
2021
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Deep variational generative models for audio-visual speech separationIn IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), Sep 2021
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Robust face frontalization for visual speech recognitionIn Proceedings of the IEEE/CVF International Conference on Computer Vision, Sep 2021
2020
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Low mutual and average coherence dictionary learning using convex approximationIn IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Sep 2020
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Face frontalization based on robustly fitting a deformable shape model to 3D landmarksarXiv preprint arXiv:2010.13676, Sep 2020
2019
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SSFN: Self size-estimating feed-forward network and low complexity designarXiv preprint arXiv:1905.07111, Sep 2019
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LOSoft: \ell0 Minimization via Soft ThresholdingIn 27th European Signal Processing Conference (EUSIPCO), Sep 2019
2018
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A branch and bound approach to system identification based on fixed-rank hankel matrix optimizationIFAC-PapersOnLine, Sep 2018
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Joint low mutual and average coherence dictionary learningIn 26th European Signal Processing Conference (EUSIPCO), Sep 2018
2017
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Progressive learning for systematic design of large neural networksarXiv preprint arXiv:1710.08177, Sep 2017
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Accelerated dictionary learning for sparse signal representationIn Latent Variable Analysis and Signal Separation: 13th International Conference, LVA/ICA 2017, Grenoble, France, February 21-23, 2017, Proceedings 13, Sep 2017
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A robust ellipse fitting algorithm based on sparsity of outliersIn 25th European Signal Processing Conference (EUSIPCO), Sep 2017
2016
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Regularized low-coherence overcomplete dictionary learning for sparse signal decompositionIn 24th European Signal Processing Conference (EUSIPCO), Sep 2016
2015
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A Dictionary Learning Method for Sparse Representation Using a Homotopy ApproachIn 12th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2015, Sep 2015
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2014
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Outlier-aware dictionary learning for sparse representationIn IEEE Machine Learning for Signal Processing (MLSP) Workshop, Sep 2014
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K-LDA: An Algorithm for Learning Jointly Overcomplete and Discriminative DictionariesIn European Signal Processing Conference (EUSIPCO), Sep 2014
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A Study on Clustering-based Image Denoising: From Global Clustering to Local GroupingIn European Signal Processing Conference (EUSIPCO), Sep 2014
2013
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Learning overcomplete dictionaries based on parallel atom-updatingIn IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Sep 2013
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A New Algorithm for Learning Overcomplete DictionariesIn Proceedings of EUSIPCO 2013, Sep 2013
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Sequential subspace finding: A new algorithm for learning low-dimensional linear subspacesIn 21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013