Team Former

Array Signal Processing

Array Signal Processing

Array Signal Processing

Array Signal Processing

Array Signal Processing

Study of Widely Linear Multichannel Wiener Filter for Binaural Noise Reduction

Speech Enhancement and Array Signal Processing

Array Signal Processing

Array Signal Processing

Speech Emotion Recognition

Array Signal Processing

Array Signal Processing

Deep Learning-based Acoustic-Echo Cancellation

Multi-Modal Deep Neural Networks with Applications to Voice Activity Detection and Guided Super Resolution

Design and Analysis of Quadratic and Multistage Beamformers

Three-dimensional Seismic Imaging and Sparse Inversion

Design Methods of Sparse and Robust Differential Microphone Arrays

Multimodal Signal Processing on Manifolds

Diffusion Nets and Manifold Learning for High-Dimensional Data Analysis in the Presence of Outliers

Speech and Audio Processing Based on Harmonic Analysis and Statistical Models

Wavelets for Graphs and Their Deployment to Image Processing. Co-supervisor

Distributed Speech Processing for Microphone Networks

System Identification and Adaptive Filtering in the Short-Time Fourier Transform Domain

Markov-Switching GARCH Models and Applications to Digital Speech Processing

Deep Multitask Learning for Ultrasound Beamforming

Deep-Learning-Based Classification of Cyclic Alternating Pattern Sleep Phases

Modulation Classification Based Spectrum Sensing Using High Order Statistics

Beamforming-Based Multichannel Acoustic Echo Cancellation

Nanomaterial-Based Sensor Array Signal Processing and Classification Using Machine Learning

Acoustic Echo Cancellation Combined with Deep-Learning-Based Residual Echo Suppression

Optimal Design of Constant Beamwidth Beamformers with Concentric Ring Arrays

Structure Image Method for Simulating Multi-Room Acoustics and Applications

Single-Sensor Localization of Moving Sources Using Diffusion Kernels

Source Localization with Feedback Beamforming

Few-Shot Learning Neural Network for Audio-Visual Speech Enhancement

Time Varying Carrier Frequency Offset Estimation in Multicarrier Underwater Acoustic Communication

Speech Enhancement Based on Adaptive Line Enhancer

Multichannel Semi-Blind Deconvolution of Seismic Signals

Sparse Seismic Inversion

Design and Analysis of a Constant Beamwidth Beamformer

Speaker Diarization Using GMM Mean Supervector and Advanced Dimensionality Reduction Algorithms

Frequency Analysis of Non-Stationary Signals with Harmonic Components

Quality Analysis and Enhancement of Reverberated Speech Using Microphone Arrays

Image Registration by Probabilistic Multi-Assignment Graph Matching

Audio-Visual Speech Processing Using Diffusion Maps and the Scattering Transform

Dereverberation and Noise Suppression of Multichannel Speech Signals

Multisensory Speech Enhancement in Noisy Environments Using Bone-Conducted and Air-Conducted Microphones

Indoor Localization based on Multipath Fingerprinting

Speech Dereverberation in the Time-Frequency Domain

Speech Bandwidth Extension Based on Speech Content and Speaker Information

Dominant Speaker Identification for Multipoint Videoconferencing

Codebook-based Single Channel Blind Source Separation of Audio Signals

Transcription and classification of audio data by sparse representations and geometric methods

Bayesian Focusing Transformations for Robust Coherent Adaptive Wideband Beamforming

Single-Channel Blind Source Separation of Audio Signals

Adaptive Stereo Acoustic Echo Cancellation in Reverberant Environments

Wavelet Based Image Restoration Using Cross-Band Operators

Multichannel Deconvolution of Layered Media Using Markov Chain Monte Carlo Methods

Distributed Speech Processing for Microphone Networks

Defect Detection in Patterned Wafers Using Anisotropic Kernels

Multichannel Deconvolution of Sparse Reflectivity Images Using Layered Medium Models

Anomaly Detection Based on Wavelet Domain GARCH Random Field Modeling

Detection of Anomalies in Texture Images Using Multi-Resolution Features

Dual Transfer Function Generalized Sidelobe Canceller and Application to Joint Noise Reduction and Echo Cancellation

Anomaly Subspace Detection Based on a Multi-scale Markov Random Field Model