2025
Targeted generative data augmentation for automatic metastases detection from free-text radiology reports.
Frontiers Artif. Intell., 2025
2024
Near-End Listening Enhancement Using a Noise-Robust Linear Time-Invariant Filter.
Proceedings of the 18th International Workshop on Acoustic Signal Enhancement, 2024
No-Reference Speech Intelligibility Prediction Leveraging a Noisy-Speech ASR Pre-Trained Model.
Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024
Speaker Adaptation For Enhancement Of Bone-Conducted Speech.
Proceedings of the IEEE International Conference on Acoustics, 2024
Adapting Large Language Models for Automatic Annotation of Radiology Reports for Metastases Detection.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2024
2023
On the deficiency of intelligibility metrics as proxies for subjective intelligibility.
Speech Commun., May, 2023
Parameter-Efficient Methods for Metastases Detection from Clinical Notes.
CoRR, 2023
Correlation Based Glimpse Proportion Index.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023
Parameter-Efficient Methods for Metastases Detection fromClinical Notes.
Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023
2021
Speech Intelligibility Prediction Using Spectro-Temporal Modulation Analysis.
IEEE ACM Trans. Audio Speech Lang. Process., 2021
Improved Intelligibility Prediction in the Modulation Domain.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021
Neural Network Training Framework for Nonlinear Signal-to-Noise Ratio Estimation in Heterogeneous Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
A Spectro-Temporal Glimpsing Index (STGI) for Speech Intelligibility Prediction.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
LIME-Enabled Investigation of Convolutional Neural Network Performances in COVID-19 Chest X-Ray Detection.
Proceedings of the 34th IEEE Canadian Conference on Electrical and Computer Engineering, 2021
Improving Depression Assessment With Multi-Task Learning From Speech and Text Information.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
2020
Modified ESTOI for improving speech intelligibility prediction.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2020
2019
Improvement and Assessment of Spectro-Temporal Modulation Analysis for Speech Intelligibility Estimation.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Scalar Quantizer Design for Two-Way Channels.
Proceedings of the 16th Canadian Workshop on Information Theory, 2019
2018
Using Acoustic Parameters for Intelligibility Prediction of Reverberant Speech.
Proceedings of the 26th European Signal Processing Conference, 2018
2017
On Design and Efficient Decoding of Sparse Random Linear Network Codes.
IEEE Access, 2017
Single-ended intelligibility prediction of noisy speech based on auditory features.
Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017
2016
Source-Interference Recovery Over Broadcast Channels: Asymptotic Bounds and Analog Codes.
IEEE Trans. Commun., 2016
On Efficient Decoding and Design of Sparse Random Linear Network Codes.
CoRR, 2016
2015
Compressed Sensing with Non-Gaussian Noise and Partial Support Information.
IEEE Signal Process. Lett., 2015
Optimization of unequal error protection rateless codes for multimedia multicasting.
J. Commun. Networks, 2015
QoE optimization of video multicast with heterogeneous channels and playback requirements.
EURASIP J. Wirel. Commun. Netw., 2015
Systematic network coding for two-hop lossy transmissions.
EURASIP J. Adv. Signal Process., 2015
Analog coding for Gaussian source and state interference estimation.
Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015
Volterra-based nonlinearity compensation structures with improved performance-complexity trade-offs.
Proceedings of the European Conference on Optical Communication, 2015
2014
Low-Latency Source-Channel Coding for Fading Channels with Correlated Interference.
IEEE Wirel. Commun. Lett., 2014
Source-Channel Coding for Fading Channels With Correlated Interference.
IEEE Trans. Commun., 2014
Power-constrained low-complexity coding of compressed sensing measurements.
Proceedings of the 2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2014
Complexity reduction of frequency-domain Volterra-based nonlinearity post-compensation using symmetric electronic dispersion compensation.
Proceedings of the European Conference on Optical Communication, 2014
2013
Hybrid digital-analog coding for interference broadcast channels.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
Late reverberation suppression using MMSE modulation spectral estimation.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Large file distribution using efficient generation-based network coding.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013
Low and high-delay source-channel coding with bandwidth expansion and correlated interference.
Proceedings of the 13th Canadian Workshop on Information Theory, 2013
2012
Compressed Sensing With Nonlinear Analog Mapping in a Noisy Environment.
IEEE Signal Process. Lett., 2012
Characterization of atypical vocal source excitation, temporal dynamics and prosody for objective measurement of dysarthric word intelligibility.
Speech Commun., 2012
Network coding with unequal size overlapping generations.
Proceedings of the International Symposium on Network Coding, 2012
Multi-scalable video multicast for heterogeneous playback requirements using a perceptual utility measure.
Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012
2011
Speech Quality Estimation: Models and Trends.
IEEE Signal Process. Mag., 2011
Automatic speech emotion recognition using modulation spectral features.
Speech Commun., 2011
Optimization of rateless-coded asynchronous multimedia multicast.
Proceedings of the IEEE 22nd International Symposium on Personal, 2011
An Assessment of the Improvement Potential of Time-Frequency Masking for Speech Dereverberation.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
Spectral Features for Automatic Blind Intelligibility Estimation of Spastic Dysarthric Speech.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
MPtracker: A new multi-pitch detection and separation algorithm for mixed speech signals.
Proceedings of the IEEE International Conference on Acoustics, 2011
Quantifying perturbations in temporal dynamics for automated assessment of spastic dysarthric speech intelligibility.
Proceedings of the IEEE International Conference on Acoustics, 2011
Compressed sensing with Shannon-Kotel'nikov mapping in the presence of noise.
Proceedings of the 19th European Signal Processing Conference, 2011
2010
Monaural Speech Separation Based on Gain Adapted Minimum Mean Square Error Estimation.
J. Signal Process. Syst., 2010
Temporal Dynamics for Blind Measurement of Room Acoustical Parameters.
IEEE Trans. Instrum. Meas., 2010
Multiple description quantizer design for multiple-antenna systems with MAP detection.
IEEE Trans. Commun., 2010
A Non-Intrusive Quality and Intelligibility Measure of Reverberant and Dereverberated Speech.
IEEE Trans. Speech Audio Process., 2010
Modulation Spectral Features for Robust Far-Field Speaker Identification.
IEEE Trans. Speech Audio Process., 2010
Unequal error protection rateless coding design for multimedia multicasting.
Proceedings of the IEEE International Symposium on Information Theory, 2010
Asynchronous and Reliable Multimedia Multicast with Heterogeneous QoS Constraints.
Proceedings of IEEE International Conference on Communications, 2010
Scaled factorial hidden Markov models: A new technique for compensating gain differences in model-based single channel speech separation.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Scalable high-throughput variable block size motion estimation architecture.
Microprocess. Microsystems, 2009
Performance Study of Objective Speech Quality Measurement for Modern Wireless-VoIP Communications.
EURASIP J. Audio Speech Music. Process., 2009
Performance comparison of HMM and VQ based single channel speech separation.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009
Automatic recognition of speech emotion using long-term spectro-temporal features.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009
2008
Hybrid Signal-and-Link-Parametric Speech Quality Measurement for VoIP Communications.
IEEE Trans. Speech Audio Process., 2008
A family of concatenated network codes for improved performance with generations.
J. Commun. Networks, 2008
Long-term spectro-temporal information for improved automatic speech emotion classification.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
Spectro-temporal features for robust far-field speaker identification.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
2007
Single-Ended Quality Measurement of Noise Suppressed Speech Based on Kullback-Leibler Distances.
J. Multim., 2007
Communication Networks E-model based comparison of multiple description coding and layered coding in packet networks.
Eur. Trans. Telecommun., 2007
Multiple Description Quantizer Design for Space-time Orthogonal Block Coded Channels.
Proceedings of the IEEE International Symposium on Information Theory, 2007
Architecture for Multiple Reference Frame Variable Block Size Motion Estimation.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007
Degradation-classification assisted single-ended quality measurement of speech.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007
Spectro-temporal processing for blind estimation of reverberation time and single-ended quality measurement of reverberant speech.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007
Noise suppression based on extending a speech-dominated modulation band.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007
A Hybrid Signal-and-Link-Parametric Approach to Single-Ended Quality Measurement of Packetized Speech.
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Single-Ended Speech Quality Measurement Using Machine Learning Methods.
IEEE Trans. Speech Audio Process., 2006
Nonintrusive speech quality estimation using Gaussian mixture models.
IEEE Signal Process. Lett., 2006
Performance improvement of the H.264/AVC deblocking filter using SIMD instructions.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Scalable high-throughput architecture for H.264/AVC variable block size motion estimation.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Low-Complexity Multiple Description Vector Quantization With Constrained Central Codebook.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Enhanced Non-Intrusive Speech Quality Measurement Using Degradation Models.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Breast Cancer Prognosis via Gaussian Mixture Regression.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006
2005
An improved GMM-based voice quality predictor.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
Non-Intrusive GMM-Based Speech Quality Measurement.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Rate-distortion allocation for time-frequency dependent audio coding.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Performance comparison of layered coding and multiple description coding in packet networks.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005
A sequential feature selection algorithm for GMM-based speech quality estimation.
Proceedings of the 13th European Signal Processing Conference, 2005
2004
Speech quality estimation using Gaussian mixture models.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Bit allocation algorithms for frequency and time spread perceptual coding.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
Towards a new perceptual coding paradigm for audio signals.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Motion filter vector quantization.
Proceedings of the 2002 International Conference on Image Processing, 2002
2001
A novel code excited pel-recursive motion compensation algorithm.
IEEE Signal Process. Lett., 2001
2000
An experimental assessment of personal speech coding.
Speech Commun., 2000
Code Excited Pel-Recursive Motion Compensated Video Coding.
Proceedings of the 2000 International Conference on Image Processing, 2000
1999
Generalized scalar quantizer design using dynamic programming.
IEEE Signal Process. Lett., 1999
Contractual Operating System - Design and Problems.
Proceedings of the International Workshop on Cluster Computing (IWCC '99), 1999
Vector Quantization of Affine Motion Models.
Proceedings of the 1999 International Conference on Image Processing, 1999
1998
Rate-distortion optimization of hierarchical displacement fields.
IEEE Trans. Circuits Syst. Video Technol., 1998
Motion-compensated transform coding of video using adaptive displacement fields.
J. Electronic Imaging, 1998
Scheduling tasks in DAG to heterogeneous processor system.
Proceedings of the Sixth Euromicro Workshop on Parallel and Distributed Processing, 1998
A Non-Parametric Method for Fast Joint Rate-Distortion Optimization of Motion Estimation and DFD Coding.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Efficient Wavelet Coding of Motion Compensated Prediction Residuals.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
1996
Motion compensated transform coding of video using hierarchical displacement field and global rate-distortion optimization.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Classified nonlinear predictive vector quantization of speech spectral parameters.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
Rate-constrained hierarchical motion estimation using BFOS tree pruning.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1994
Approaches to Layered Coding for Dual-Rate Wireless Video Transmission.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
Low-complexity encoding of speech LSF parameters using constrained-storage TSVQ.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
1993
Joint Codebook Design for Summation Product-Code Vector Quantizers.
Proceedings of the IEEE Data Compression Conference, 1993
1992
Enhanced multistage vector quantization by joint codebook design.
IEEE Trans. Commun., 1992
Vector quantization of speech LSF parameters with generalized product codes.
Proceedings of the Second International Conference on Spoken Language Processing, 1992
The design of generalized product-code vector quantizers.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992
Structured Vector Quantizers as Generalized Product Codes.
Proceedings of the Coding And Quantization, 1992
1991
Constrained-storage quantization of multiple vector sources by codebook sharing.
IEEE Trans. Commun., 1991
Constrained-storage vector quantization in high fidelity audio transform coding.
Proceedings of the 1991 International Conference on Acoustics, 1991
1990
High fidelity audio transform coding with vector quantization.
Proceedings of the 1990 International Conference on Acoustics, 1990
1983
An Integrated Voice/Data System for VHF/UHF Mobile Radio.
IEEE J. Sel. Areas Commun., 1983