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Mathew Magimai-Doss

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

122

Venues

8

Active years

2001–2025

Best venue rank

A

Where they publish

Papers

122 indexed papers, newest first.

YearVenueTitleAuthors
2025ICASSPUnsupervised Rhythm and Voice Conversion of Dysarthric to Healthy Speech for ASR.Karl El Hajal, Enno Hermann, Ajinkya Kulkarni, Mathew Magimai-Doss
2025ICASSPEmotion information recovery potential of wav2vec2 network fine-tuned for speech recognition task.Tilak Purohit, Mathew Magimai-Doss
2025ICASSPAutomatic Parkinson's disease detection from speech: Layer selection vs adaptation of foundation models.Tilak Purohit, Barbara Ruvolo, Juan Rafael Orozco-Arroyave, Mathew Magimai-Doss
2025ICASSPExploring the Complexity of Parkinson's Patient Speech for Depression Detection task: A Qualitative Analysis.Barbara Ruvolo, Tilak Purohit, Bogdan Vlasenko, Juan Rafael Orozco-Arroyave, Mathew Magimai-Doss
2025ICASSPComparing Self-Supervised Learning Models Pre-Trained on Human Speech and Animal Vocalizations for Bioacoustics Processing.Eklavya Sarkar, Mathew Magimai-Doss
2025ICASSPTowards Dynamic Skeleton-based Handshape Subunits for Sign Language Assessment.Sandrine Tornay, Mathew Magimai-Doss
2025InterspeechUnsupervised Rhythm and Voice Conversion to Improve ASR on Dysarthric Speech.Karl El Hajal, Enno Hermann, Sevada Hovsepyan, Mathew Magimai-Doss
2025InterspeechSpeech power spectra: a window into neural oscillations in Parkinson's disease.Sevada Hovsepyan, Mathew Magimai-Doss
2025InterspeechUnveiling Audio Deepfake Origins: A Deep Metric learning And Conformer Network Approach With Ensemble Fusion.Ajinkya Kulkarni, Sandipana Dowerah, Tanel Alume, Mathew Magimai-Doss
2025InterspeechChildren's Voice Privacy: First Steps and Emerging Challenges.Ajinkya Kulkarni, Francisco Teixeira, Enno Hermann, Thomas Rolland, Isabel Trancoso, Mathew Magimai-Doss
2025InterspeechMultimodal Prosody Modeling: A Use Case for Multilingual Sentence Mode Prediction.Bogdan Vlasenko, Mathew Magimai-Doss
2025NAACLkNN Retrieval for Simple and Effective Zero-Shot Multi-speaker Text-to-Speech.Karl El Hajal, Ajinkya Kulkarni, Enno Hermann, Mathew Magimai-Doss
2024ICASSPSyllable Level Features for Parkinson's Disease Detection from Speech.Sevada Hovsepyan, Mathew Magimai-Doss
2024ICASSPContent-Based Objective Evaluation of Artificially Generated Sign Language Videos.Neha Tarigopula, Preyas Garg, Skanda Muralidhar, Sandrine Tornay, Dinesh Babu Jayagopi, Mathew Magimai-Doss
2024ICASSPComparing data-Driven and Handcrafted Features for Dimensional Emotion Recognition.Bogdan Vlasenko, Sargam Vyas, Mathew Magimai-Doss
2024InterspeechPredicting Heart Activity from Speech using Data-driven and Knowledge-based features.Gasser Elbanna, Zohreh Mostaani, Mathew Magimai-Doss
2024InterspeechNeurocomputational model of speech recognition for pathological speech detection: a case study on Parkinson's disease speech detection.Sevada Hovsepyan, Mathew Magimai-Doss
2024InterspeechTowards interfacing large language models with ASR systems using confidence measures and prompting.Maryam Naderi, Enno Hermann, Alexandre Nanchen, Sevada Hovsepyan, Mathew Magimai-Doss
2024InterspeechCross-transfer Knowledge between Speech and Text Encoders to Evaluate Customer Satisfaction.Luis Felipe Parra-Gallego, Tilak Purohit, Bogdan Vlasenko, Juan Rafael Orozco-Arroyave, Mathew Magimai-Doss
2023ICASSPTowards Learning Emotion Information from Short Segments of Speech.Tilak Purohit, Sarthak Yadav, Bogdan Vlasenko, S. Pavankumar Dubagunta, Mathew Magimai-Doss
2023InterspeechFew-shot Dysarthric Speech Recognition with Text-to-Speech Data Augmentation.Enno Hermann, Mathew Magimai-Doss
2023InterspeechUsing Commercial ASR Solutions to Assess Reading Skills in Children: A Case Report.Timothy Piton, Enno Hermann, Angela Pasqualotto, Marjolaine Cohen, Mathew Magimai-Doss, Daphne Bavelier
2023InterspeechImplicit phonetic information modeling for speech emotion recognition.Tilak Purohit, Bogdan Vlasenko, Mathew Magimai-Doss
2023InterspeechCan Self-Supervised Neural Representations Pre-Trained on Human Speech distinguish Animal Callers?Eklavya Sarkar, Mathew Magimai-Doss
2022ICASSPModeling of Pre-Trained Neural Network Embeddings Learned From Raw Waveform for COVID-19 Infection Detection.Zohreh Mostaani, RaviShankar Prasad, Bogdan Vlasenko, Mathew Magimai-Doss
2022ICMITowards Automatic Prediction of Non-Expert Perceived Speech Fluency Ratings.S. Pavankumar Dubagunta, Edoardo Moneta, Eleni Theocharopoulos, Mathew Magimai-Doss
2022ICMITowards Accessible Sign Language Assessment and Learning.Neha Tarigopula, Sandrine Tornay, Skanda Muralidhar, Mathew Magimai-Doss
2022InterspeechOn Breathing Pattern Information in Synthetic Speech.Zohreh Mostaani, Mathew Magimai-Doss
2022InterspeechUnsupervised Voice Activity Detection by Modeling Source and System Information using Zero Frequency Filtering.Eklavya Sarkar, RaviShankar Prasad, Mathew Magimai-Doss
2021ICASSPOn The Relationship Between Speech-Based Breathing Signal Prediction Evaluation Measures and Breathing Parameters Estimation.Zohreh Mostaani, Venkata Srikanth Nallanthighal, Aki Hrm, Helmer Strik, Mathew Magimai-Doss
2021ICMIApproximating the Mental Lexicon from Clinical Interviews as a Support Tool for Depression Detection.Esa Villatoro-Tello, Gabriela Ramrez-de-la-Rosa, Daniel Gtica-Prez, Mathew Magimai-Doss, Hctor Jimnez-Salazar
2021InterspeechHandling Acoustic Variation in Dysarthric Speech Recognition Systems Through Model Combination.Enno Hermann, Mathew Magimai-Doss
2021InterspeechIdentification of F1 and F2 in Speech Using Modified Zero Frequency Filtering.RaviShankar Prasad, Mathew Magimai-Doss
2021InterspeechOn Modeling Glottal Source Information for Phonation Assessment in Parkinson's Disease.Juan Camilo Vsquez-Correa, Julian Fritsch, Juan Rafael Orozco-Arroyave, Elmar Nth, Mathew Magimai-Doss
2021InterspeechLate Fusion of the Available Lexicon and Raw Waveform-Based Acoustic Modeling for Depression and Dementia Recognition.Esa Villatoro-Tello, S. Pavankumar Dubagunta, Julian Fritsch, Gabriela Ramrez-de-la-Rosa, Petr Motlcek, Mathew Magimai-Doss
2020ICASSPEstimating the Degree of Sleepiness by Integrating Articulatory Feature Knowledge in Raw Waveform Based CNNS.Julian Fritsch, S. Pavankumar Dubagunta, Mathew Magimai-Doss
2020ICASSPDysarthric Speech Recognition with Lattice-Free MMI.Enno Hermann, Mathew Magimai-Doss
2020ICASSPDetection Of S1 And S2 Locations In Phonocardiogram Signals Using Zero Frequency Filter.RaviShankar Prasad, Grkan Yilmaz, Olivier Chtelat, Mathew Magimai-Doss
2020ICASSPTowards Multilingual Sign Language Recognition.Sandrine Tornay, Marzieh Razavi, Mathew Magimai-Doss
2020ICMIA Phonology-based Approach for Isolated Sign Production Assessment in Sign Language.Sandrine Tornay, Necati Cihan Camgz, Richard Bowden, Mathew Magimai-Doss
2020InterspeechA Comparison of Acoustic and Linguistics Methodologies for Alzheimer's Dementia Recognition.Nicholas Cummins, Yilin Pan, Zhao Ren, Julian Fritsch, Venkata Srikanth Nallanthighal, Heidi Christensen, Daniel Blackburn, Bjrn W. Schuller, Mathew Magimai-Doss, Helmer Strik, Aki Hrm
2020LRECAn HMM Approach with Inherent Model Selection for Sign Language and Gesture Recognition.Sandrine Tornay, Oya Aran, Mathew Magimai-Doss
2019ICASSPImproving Children Speech Recognition through Feature Learning from Raw Speech Signal.S. Pavankumar Dubagunta, Selen Hande Kabil, Mathew Magimai-Doss
2019ICASSPSegment-level Training of ANNs Based on Acoustic Confidence Measures for Hybrid HMM/ANN Speech Recognition.S. Pavankumar Dubagunta, Mathew Magimai-Doss
2019ICASSPLearning Voice Source Related Information for Depression Detection.S. Pavankumar Dubagunta, Bogdan Vlasenko, Mathew Magimai-Doss
2019ICASSPHMM-based Approaches to Model Multichannel Information in Sign Language Inspired from Articulatory Features-based Speech Processing.Sandrine Tornay, Marzieh Razavi, Necati Cihan Camgz, Richard Bowden, Mathew Magimai-Doss
2019InterspeechUsing Speech Production Knowledge for Raw Waveform Modelling Based Styrian Dialect Identification.S. Pavankumar Dubagunta, Mathew Magimai-Doss
2019InterspeechUnderstanding and Visualizing Raw Waveform-Based CNNs.Hannah Muckenhirn, Vinayak Abrol, Mathew Magimai-Doss, Sbastien Marcel
2018ICASSPTowards Directly Modeling Raw Speech Signal for Speaker Verification Using CNNS.Hannah Muckenhirn, Mathew Magimai-Doss, Sbastien Marcel
2018InterspeechOn Learning to Identify Genders from Raw Speech Signal Using CNNs.Selen Hande Kabil, Hannah Muckenhirn, Mathew Magimai-Doss
2018InterspeechOn Learning Vocal Tract System Related Speaker Discriminative Information from Raw Signal Using CNNs.Hannah Muckenhirn, Mathew Magimai-Doss, Sbastien Marcel
2018InterspeechDenoising and Raw-waveform Networks for Weakly-Supervised Gender Identification on Noisy Speech.Jilt Sebastian, Manoj Kumar, Pavan Kumar D. S., Mathew Magimai-Doss, Hema A. Murthy, Shrikanth S. Narayanan
2018InterspeechImplementing Fusion Techniques for the Classification of Paralinguistic Information.Bogdan Vlasenko, Jilt Sebastian, Pavan Kumar D. S., Mathew Magimai-Doss
2018LRECSMILE Swiss German Sign Language Dataset.Sarah Ebling, Necati Cihan Camgz, Penny Boyes Braem, Katja Tissi, Sandra Sidler-Miserez, Stephanie Stoll, Simon Hadfield, Tobias Haug, Richard Bowden, Sandrine Tornay, Marzieh Razavi, Mathew Magimai-Doss
2016InterspeechHMM-Based Non-Native Accent Assessment Using Posterior Features.Ramya Rasipuram, Milos Cernak, Mathew Magimai-Doss
2016InterspeechImproving Under-Resourced Language ASR Through Latent Subword Unit Space Discovery.Marzieh Razavi, Mathew Magimai-Doss
2015ICASSPConvolutional Neural Networks-based continuous speech recognition using raw speech signal.Dimitri Palaz, Mathew Magimai-Doss, Ronan Collobert
2015ICASSPIntegrated pronunciation learning for automatic speech recognition using probabilistic lexical modeling.Ramya Rasipuram, Marzieh Razavi, Mathew Magimai-Doss
2015ICASSPAn HMM-based formalism for automatic subword unit derivation and pronunciation generation.Marzieh Razavi, Mathew Magimai-Doss
2015ICASSPObjective speech intelligibility assessment through comparison of phoneme class conditional probability sequences.Raphael Ullmann, Mathew Magimai-Doss, Herv Bourlard
2015InterspeechAnalysis of CNN-based speech recognition system using raw speech as input.Dimitri Palaz, Mathew Magimai-Doss, Ronan Collobert
2015InterspeechAutomatic accentedness evaluation of non-native speech using phonetic and sub-phonetic posterior probabilities.Ramya Rasipuram, Milos Cernak, Alexandre Nanchen, Mathew Magimai-Doss
2015InterspeechObjective intelligibility assessment of text-to-speech systems through utterance verification.Raphael Ullmann, Ramya Rasipuram, Mathew Magimai-Doss, Herv Bourlard
2014ICASSPOn modeling context-dependent clustered states: Comparing HMM/GMM, hybrid HMM/ANN and KL-HMM approaches.Marzieh Razavi, Ramya Rasipuram, Mathew Magimai-Doss
2014InterspeechOn recognition of non-native speech using probabilistic lexical model.Marzieh Razavi, Mathew Magimai-Doss
2013ASRUProbabilistic lexical modeling and unsupervised training for zero-resourced ASR.Ramya Rasipuram, Marzieh Razavi, Mathew Magimai-Doss
2013ICASSPA probabilistic framework for multiple speaker localization.Youssef Oualil, Mathew Magimai-Doss, Friedrich Faubel, Dietrich Klakow
2013ICASSPGrapheme and multilingual posterior features for under-resourced speech recognition: A study on Scottish Gaelic.Ramya Rasipuram, Peter Bell, Mathew Magimai-Doss
2013InterspeechEstimating phoneme class conditional probabilities from raw speech signal using convolutional neural networks.Dimitri Palaz, Ronan Collobert, Mathew Magimai-Doss
2013InterspeechImproving grapheme-based ASR by probabilistic lexical modeling approach.Ramya Rasipuram, Mathew Magimai-Doss
2012ICASSPAcoustic data-driven grapheme-to-phoneme conversion using KL-HMM.Ramya Rasipuram, Mathew Magimai-Doss
2012InterspeechJoint detection and localization of multiple speakers using a probabilistic interpretation of the steered response power.Youssef Oualil, Mathew Magimai-Doss, Friedrich Faubel, Dietrich Klakow
2012InterspeechCombining Acoustic Data Driven G2P and Letter-to-Sound Rules for Under Resource Lexicon Generation.Ramya Rasipuram, Mathew Magimai-Doss
2012InterspeechSynthetic References for Template-based ASR using posterior features.Serena Soldo, Mathew Magimai-Doss, Herv Bourlard
2012InterspeechTemplate-based ASR using posterior features and synthetic references: comparing different TTS systems.Serena Soldo, Mathew Magimai-Doss, Herv Bourlard
2011ASRUFast and flexible Kullback-Leibler divergence based acoustic modeling for non-native speech recognition.David Imseng, Ramya Rasipuram, Mathew Magimai-Doss
2011ICANNImproving Articulatory Feature and Phoneme Recognition Using Multitask Learning.Ramya Rasipuram, Mathew Magimai-Doss
2011ICASSPLanguage dependent universal phoneme posterior estimation for mixed language speech recognition.David Imseng, Herv Bourlard, Mathew Magimai-Doss, John Dines
2011ICASSPIntegrating articulatory features using Kullback-Leibler divergence based acoustic model for phoneme recognition.Ramya Rasipuram, Mathew Magimai-Doss
2011ICASSPPhoneme recognition using Boosted Binary Features.Anindya Roy, Mathew Magimai-Doss, Sbastien Marcel
2011ICASSPPosterior features for template-based ASR.Serena Soldo, Mathew Magimai-Doss, Joel Pinto, Herv Bourlard
2011InterspeechImproving Non-Native ASR Through Stochastic Multilingual Phoneme Space Transformations.David Imseng, Herv Bourlard, John Dines, Philip N. Garner, Mathew Magimai-Doss
2011InterspeechGrapheme-Based Automatic Speech Recognition Using KL-HMM.Mathew Magimai-Doss, Ramya Rasipuram, Guillermo Aradilla, Herv Bourlard
2011InterspeechHierarchical Tandem Features for ASR in Mandarin.Joel Pinto, Mathew Magimai-Doss, Herv Bourlard
2011InterspeechAnalysis and Comparison of Recent MLP Features for LVCSR Systems.Fabio Valente, Mathew Magimai-Doss, Wen Wang
2010ICASSPEvaluating the robustness of privacy-sensitive audio features for speech detection in personal audio log scenarios.Sree Hari Krishnan Parthasarathi, Mathew Magimai-Doss, Herv Bourlard, Daniel Gatica-Perez
2010ICASSPBoosted binary features for noise-robust speaker verification.Anindya Roy, Mathew Magimai-Doss, Sbastien Marcel
2010InterspeechTowards mixed language speech recognition systems.David Imseng, Herv Bourlard, Mathew Magimai-Doss
2010InterspeechHierarchical multilayer perceptron based language identification.David Imseng, Mathew Magimai-Doss, Herv Bourlard
2010InterspeechA comparative large scale study of MLP features for Mandarin ASR.Fabio Valente, Mathew Magimai-Doss, Christian Plahl, Suman V. Ravuri, Wen Wang
2009ASRUMLP based hierarchical system for task adaptation in ASR.Joel Pinto, Mathew Magimai-Doss, Herv Bourlard
2009ICASSPPosterior features applied to speech recognition tasks with user-defined vocabulary.Guillermo Aradilla, Herv Bourlard, Mathew Magimai-Doss
2009ICASSPNon-linear mapping for multi-channel speech separation and robust overlapping spech recognition.Weifeng Li, John Dines, Mathew Magimai-Doss, Herv Bourlard
2009ICASSPVolterra series for analyzing MLP based phoneme posterior estimator.Joel Pinto, Garimella S. V. S. Sivaram, Hynek Hermansky, Mathew Magimai-Doss
2009ICMISpeaker change detection with privacy-preserving audio cues.Sree Hari Krishnan Parthasarathi, Mathew Magimai-Doss, Daniel Gatica-Perez, Herv Bourlard
2009InterspeechInvestigating privacy-sensitive features for speech detection in multiparty conversations.Sree Hari Krishnan Parthasarathi, Mathew Magimai-Doss, Herv Bourlard, Daniel Gatica-Perez
2009InterspeechHierarchical processing of the modulation spectrum for GALE Mandarin LVCSR system.Fabio Valente, Mathew Magimai-Doss, Christian Plahl, Suman V. Ravuri
2008ICASSPExploiting contextual information for improved phoneme recognition.Joel Pinto, B. Yegnanarayana, Hynek Hermansky, Mathew Magimai-Doss
2008InterspeechUsing KL-based acoustic models in a large vocabulary recognition task.Guillermo Aradilla, Herv Bourlard, Mathew Magimai-Doss
2008InterspeechNeural network based regression for robust overlapping speech recognition using microphone arrays.Weifeng Li, John Dines, Mathew Magimai-Doss, Herv Bourlard
2007ASRUMonolingual and crosslingual comparison of tandem features derived from articulatory and phone MLPS.zgr etin, Mathew Magimai-Doss, Karen Livescu, Arthur Kantor, Simon King, Chris D. Bartels, Joe Frankel
2007ICASSPAn Articulatory Feature-Based Tandem Approach and Factored Observation Modeling.zgr etin, Arthur Kantor, Simon King, Chris D. Bartels, Mathew Magimai-Doss, Joe Frankel, Karen Livescu
2007ICASSPA Generalized Dynamic Composition Algorithm of Weighted Finite State Transducers for Large Vocabulary Speech Recognition.Octavian Cheng, John Dines, Mathew Magimai-Doss
2007ICASSPManual Transcription of Conversational Speech at the Articulatory Feature Level.Karen Livescu, Ari Bezman, Nash M. Borges, Lisa Yung, zgr etin, Joe Frankel, Simon King, Mathew Magimai-Doss, Xuemin Chi, Lisa Lavoie
2007ICASSPArticulatory Feature-Based Methods for Acoustic and Audio-Visual Speech Recognition: Summary from the 2006 JHU Summer workshop.Karen Livescu, zgr etin, Mark Hasegawa-Johnson, Simon King, Chris D. Bartels, Nash M. Borges, Arthur Kantor, Partha Lal, Lisa Yung, Ari Bezman, Stephen Dawson-Haggerty, Bronwyn Woods, Joe Frankel, Mathew Magimai-Doss, Kate Saenko
2007ICASSPEntropy Based Classifier Combination for Sentence Segmentation.Mathew Magimai-Doss, Dilek Hakkani-Tr, zgr etin, Elizabeth Shriberg, James G. Fung, Nikki Mirghafori
2007InterspeechArticulatory feature classifiers trained on 2000 hours of telephone speech.Joe Frankel, Mathew Magimai-Doss, Simon King, Karen Livescu, zgr etin
2007InterspeechCross-linguistic analysis of prosodic features for sentence segmentation.James G. Fung, Dilek Hakkani-Tr, Mathew Magimai-Doss, Elizabeth Shriberg, Sbastien Cuendet, Nikki Mirghafori
2007InterspeechImproving speech translation with automatic boundary prediction.Evgeny Matusov, Dustin Hillard, Mathew Magimai-Doss, Dilek Hakkani-Tr, Mari Ostendorf, Hermann Ney
2006ICASSPThreshold Selection for Unsupervised Detection, With an Application to Microphone Arrays.Guillaume Lathoud, Mathew Magimai-Doss, Herv Bourlard
2005ICASSPHMM/ANN Based Spectral Peak Location Estimation for Noise Robust Speech Recognition.Shajith Ikbal, Herv Bourlard, Mathew Magimai-Doss
2005ICASSPA sector-based, frequency-domain approach to detection and localization of multiple speakers.Guillaume Lathoud, Mathew Magimai-Doss
2005InterspeechA spectrogram model for enhanced source localization and noise-robust ASR.Guillaume Lathoud, Mathew Magimai-Doss, Bertrand Mesot
2004ICASSPJoint decoding for phoneme-grapheme continuous speech recognition.Mathew Magimai-Doss, Samy Bengio, Herv Bourlard
2004InterspeechSpectro-temporal activity pattern (STAP) features for noise robust ASR.Shajith Ikbal, Mathew Magimai-Doss, Hemant Misra, Herv Bourlard
2004InterspeechModeling auxiliary features in tandem systems.Mathew Magimai-Doss, Shajith Ikbal, Todd A. Stephenson, Herv Bourlard
2003ICASSPSpeech recognition of spontaneous, noisy speech using auxiliary information in Bayesian networks.Todd A. Stephenson, Mathew Magimai-Doss, Herv Bourlard
2003InterspeechUsing pitch frequency information in speech recognition.Mathew Magimai-Doss, Todd A. Stephenson, Herv Bourlard
2003InterspeechEnhancement of speech in multispeaker environment.B. Yegnanarayana, S. R. Mahadeva Prasanna, Mathew Magimai-Doss
2002ICPRMixed Bayesian Networks with Auxiliary Variables for Automatic Speech Recognition.Todd A. Stephenson, Mathew Magimai-Doss, Herv Bourlard
2002InterspeechAuxiliary variables in conditional Gaussian mixtures for automatic speech recognition.Todd A. Stephenson, Mathew Magimai-Doss, Herv Bourlard
2001InterspeechModeling auxiliary information in Bayesian network based ASR.Todd A. Stephenson, Mathew Magimai-Doss, Herv Bourlard