Investigating automatic decomposition for ASR in less represented languages. - Thomas Pellegrini; Lori Lamel (INTERSPEECH, 2006)

Experimental detection of vowel pronunciation variants in Amharic. - Thomas Pellegrini; Lori Lamel (LREC, 2006)

Using phonetic features in unsupervised word decompounding for ASR with application to a less-represented language. - Thomas Pellegrini; Lori Lamel (INTERSPEECH, 2007)

Developments of "Lëtzebuergesch" Resources for Automatic Speech Processing and Linguistic Studies. - Martine Adda-Decker; Thomas Pellegrini; Éric Bilinski; Gilles Adda (LREC, 2008)

Are audio or textual training data more important for ASR in less-represented languages? - Thomas Pellegrini; Lori Lamel (SLTU, 2008)

Transcription automatique de langues peu dotées. (Automatic speech recognition for less-represented languages). - Thomas Pellegrini (2008)

Audio contributions to semantic video search. - Isabel Trancoso; Thomas Pellegrini; José Portelo; Hugo Meinedo; Miguel M. F. Bugalho; Alberto Abad; João Paulo Neto (ICME, 2009)

Detecting audio events for semantic video search. - Miguel M. F. Bugalho; José Portelo; Isabel Trancoso; Thomas Pellegrini; Alberto Abad (INTERSPEECH, 2009)

Error Detection in Broadcast News ASR Using Markov Chains. - Thomas Pellegrini; Isabel Trancoso (LTC, 2009)

Automatic Word Decompounding for ASR in a Morphologically Rich Language: Application to Amharic. - Thomas Pellegrini; Lori Lamel (IEEE Trans. Speech Audio Process., 2009)

Context dependent modelling approaches for hybrid speech recognizers. - Alberto Abad; Thomas Pellegrini; Isabel Trancoso; João Paulo Neto (INTERSPEECH, 2010)

Improving ASR error detection with non-decoder based features. - Thomas Pellegrini; Isabel Trancoso (INTERSPEECH, 2010)

Multimedia learning materials. - José Lopes 001; Isabel Trancoso; Rui Correia; Thomas Pellegrini; Hugo Meinedo; Nuno J. Mamede; Maxine Eskénazi (SLT, 2010)

Browsing videos by automatically detected audio events. - Virginia Barbosa; Thomas Pellegrini; Miguel M. F. Bugalho; Isabel Trancoso (EUROCON, 2011)

Automatic Generation of Listening Comprehension Learning Material in European Portuguese. - Thomas Pellegrini; Rui Correia; Isabel Trancoso; Jorge Baptista; Nuno J. Mamede (INTERSPEECH, 2011)

Listening comprehension games for portuguese: exploring the best features. - Rui Correia; Thomas Pellegrini; Maxine Eskénazi; Isabel Trancoso; Jorge Baptista; Nuno J. Mamede (SLaTE, 2011)

Overview of Computer-assisted Language Learning for European Portuguese at L2f. - Thomas Pellegrini; Wang Ling; André Silva; Rui Correia; Isabel Trancoso; Jorge Baptista; Nuno J. Mamede (CSEDU (2), 2012)

Impact of Age in ASR for the Elderly: Preliminary Experiments in European Portuguese. - Thomas Pellegrini; Isabel Trancoso; Annika Hämäläinen; António Calado; Miguel Sales Dias; Daniela Braga (IberSPEECH, 2012)

Less errors with TTS? A dictation experiment with foreign language learners. - Thomas Pellegrini; Ângela Costa; Isabel Trancoso (INTERSPEECH, 2012)

A corpus-based study of elderly and young speakers of European Portuguese: acoustic correlates and their impact on speech recognition performance. - Thomas Pellegrini; Annika Hämäläinen; Philippe Boula de Mareüil; Michael Tjalve; Isabel Trancoso; Sara Candeias; Miguel Sales Dias; Daniela Braga (INTERSPEECH, 2013)

ASR-based exercises for listening comprehension practice in European Portuguese. - Thomas Pellegrini; Rui Correia; Isabel Trancoso; Jorge Baptista; Nuno J. Mamede; Maxine Eskénazi (Comput. Speech Lang., 2013)

Towards soundpainting gesture recognition. - Thomas Pellegrini; Patrice Guyot; Baptiste Angles; Christophe Mollaret; Christophe Mangou (Audio Mostly Conference, 2014)

The goodness of pronunciation algorithm applied to disordered speech. - Thomas Pellegrini; Lionel Fontan; Julie Mauclair; Jérôme Farinas; Marina Robert (INTERSPEECH, 2014)

Speaker age estimation for elderly speech recognition in European Portuguese. - Thomas Pellegrini; Vahid Hedayati; Isabel Trancoso; Annika Hämäläinen; Miguel Sales Dias (INTERSPEECH, 2014)

Segmentation in singer turns with the Bayesian information criterion. - Marwa Thlithi; Thomas Pellegrini; Julien Pinquier; Régine André-Obrecht (INTERSPEECH, 2014)

El-WOZ: a client-server wizard-of-oz interface. - Thomas Pellegrini; Vahid Hedayati; Ângela Costa (LREC, 2014)

Automatically Recognising European Portuguese Children's Speech - Pronunciation Patterns Revealed by an Analysis of ASR Errors. - Annika Hämäläinen; Hyongsil Cho; Sara Candeias; Thomas Pellegrini; Alberto Abad; Michael Tjalve; Isabel Trancoso; Miguel Sales Dias (PROPOR, 2014)

Improving Speech Recognition through Automatic Selection of Age Group - Specific Acoustic Models. - Annika Hämäläinen; Hugo Meinedo; Michael Tjalve; Thomas Pellegrini; Isabel Trancoso; Miguel Sales Dias (PROPOR, 2014)

Correlating ASR errors with developmental changes in speech production: a study of 3-10-year-old European Portuguese children's speech. - Annika Hämäläinen; Sara Candeias; Hyongsil Cho; Hugo Meinedo; Alberto Abad; Thomas Pellegrini; Michael Tjalve; Isabel Trancoso; Miguel Sales Dias (WOCCI, 2014)

Pyc2Sound: a Python tool to convert images into sound. - Vincent Bragard; Thomas Pellegrini; Julien Pinquier (Audio Mostly Conference, 2015)

Comparing SVM, softmax, and shallow neural networks for eating condition classification. - Thomas Pellegrini (INTERSPEECH, 2015)

Time-continuous Estimation of Emotion in Music with Recurrent Neural Networks. - Thomas Pellegrini; Valentin Barrière (MediaEval, 2015)

Predicting disordered speech comprehensibility from Goodness of Pronunciation scores. - Lionel Fontan; Thomas Pellegrini; Julia Olcoz; Alberto Abad (SLPAT@Interspeech, 2015)

Automatic Assessment of Speech Capability Loss in Disordered Speech. - Thomas Pellegrini; Lionel Fontan; Julie Mauclair; Jérôme Farinas; Charlotte Alazard-Guiu; Marina Robert; Peggy Gatignol (ACM Trans. Access. Comput., 2015)

Filterbank coefficients selection for segmentation in singer turns. - Marwa Thlithi; Julien Pinquier; Thomas Pellegrini; Régine André-Obrecht (CBMI, 2016)

Sinusoidal Modelling for Ecoacoustics. - Patrice Guyot; Alice Eldridge; Ying Chen Eyre-Walker; Alison Johnston; Thomas Pellegrini; Mika Peck (INTERSPEECH, 2016)

Pronunciation Assessment of Japanese Learners of French with GOP Scores and Phonetic Information. - Vincent Laborde; Thomas Pellegrini; Lionel Fontan; Julie Mauclair; Halima Sahraoui; Jérôme Farinas (INTERSPEECH, 2016)

CNN-Based Phone Segmentation Experiments in a Less-Represented Language. - Céline Manenti; Thomas Pellegrini; Julien Pinquier (INTERSPEECH, 2016)

Inferring Phonemic Classes from CNN Activation Maps Using Clustering Techniques. - Thomas Pellegrini; Sandrine Mouysset (INTERSPEECH, 2016)

Influence de la quantité de données sur une tâche de segmentation de phones fondée sur les réseaux de neurones (Phone-level speech segmentation with neural networks : influence of the amount of data ). - Céline Manenti; Thomas Pellegrini; Julien Pinquier (JEP-TALN-RECITAL (1), 2016)

Réseau de neurones convolutif pour l'évaluation automatique de la prononciation (CNN-based automatic pronunciation assessment of Japanese speakers learning French ). - Thomas Pellegrini; Lionel Fontan; Halima Sahraoui (JEP-TALN-RECITAL (1), 2016)

Music Feature Maps with Convolutional Neural Networks for Music Genre Classification. - Christine Sénac; Thomas Pellegrini; Florian Mouret; Julien Pinquier (CBMI, 2017)

Densely connected CNNs for bird audio detection. - Thomas Pellegrini (EUSIPCO, 2017)

Lexical Emphasis Detection in Spoken French Using F-BANKs and Neural Networks. - Abdelwahab Heba; Thomas Pellegrini; Tom Jorquera; Régine André-Obrecht; Jean-Pierre Lorré (SLSP, 2017)

Unsupervised Speech Unit Discovery Using K-means and Neural Networks. - Céline Manenti; Thomas Pellegrini; Julien Pinquier (SLSP, 2017)

Sound event detection from weak annotations: weighted-GRU versus multi-instance-learning. - Léo Cances; Thomas Pellegrini; Patrice Guyot (DCASE, 2018)

Group emotion recognition strategies for entertainment robots. - Sarah Cosentino; Estelle I. S. Randria; Jia-Yeu Lin; Thomas Pellegrini; Salvatore Sessa 001; Atsuo Takanishi (IROS, 2018)

A Convolutional Neural Network for 250-MHz Quantitative Acoustic-microscopy Resolution Enhancement. - Jonathan Mamou; Thomas Pellegrini; Denis Kouamé; Adrian Basarab (EMBC, 2019)

Cosine-similarity penalty to discriminate sound classes in weakly-supervised sound event detection. - Thomas Pellegrini; Léo Cances (IJCNN, 2019)

Char+CV-CTC: Combining Graphemes and Consonant/Vowel Units for CTC-Based ASR Using Multitask Learning. - Abdelwahab Heba; Thomas Pellegrini; Jean-Pierre Lorré; Régine André-Obrecht (INTERSPEECH, 2019)

The Airbus Air Traffic Control Speech Recognition 2018 Challenge: Towards ATC Automatic Transcription and Call Sign Detection. - Thomas Pellegrini; Jérôme Farinas; Estelle Delpech; François Lancelot (INTERSPEECH, 2019)

Evaluation of Post-Processing Algorithms for Polyphonic Sound Event Detection. - Léo Cances; Patrice Guyot; Thomas Pellegrini (WASPAA, 2019)

Technical report: supervised training of convolutional spiking neural networks with PyTorch. - Romain Zimmer; Thomas Pellegrini; Srisht Fateh Singh; Timothée Masquelier (CoRR, 2019)

Reconnaissance de phones fondée sur du Transfer Learning pour des enfants apprenants lecteurs en environnement de classe (Transfer Learning based phone recognition on children learning to read, with speech recorded in a classroom environment). - Lucile Gelin; Morgane Daniel; Thomas Pellegrini; Julien Pinquier (JEP-TALN-RECITAL (1), 2020)

Informations segmentales pour la caractérisation phonétique du locuteur : variabilité inter- et intra-locuteurs (An automatic classification task involving 44 speakers was performed using convolutional neural networks (CNN) on broadband spectrograms extracted from 2-second sequences of a spontaneous speech corpus (NCCFr)). - Cédric Gendrot; Emmanuel Ferragne; Thomas Pellegrini (JEP-TALN-RECITAL (1), 2020)

Deep learning with weakly-annotated data: a sound event detection use case (and hate speech detection here and there) (abstract). - Thomas Pellegrini (TWSDetection, 2020)

PCEDNet : A Neural Network for Fast and Efficient Edge Detection in 3D Point Clouds. - Chems-Eddine Himeur; Thibault Lejemble; Thomas Pellegrini; Mathias Paulin; Loic Barthe; Nicolas Mellado (CoRR, 2020)

Automatic macro segmentation into interaction sequence: a silence-based approach for meeting structuring. - Lionel Pibre; Sélim Mechrouh; Thomas Pellegrini; Julien Pinquier; Isabelle Ferrané (CBMI, 2021)

Weakly supervised discourse segmentation for multiparty oral conversations. - Lila Gravellier; Julie Hunter; Philippe Muller; Thomas Pellegrini; Isabelle Ferrané (EMNLP (1), 2021)

Comparison of Deep Co-Training and Mean-Teacher Approaches for Semi-Supervised Audio Tagging. - Léo Cances; Thomas Pellegrini (ICASSP, 2021)

Fast Threshold Optimization for Multi-Label Audio Tagging Using Surrogate Gradient Learning. - Thomas Pellegrini; Timothée Masquelier (ICASSP, 2021)

Simulating Reading Mistakes for Child Speech Transformer-Based Phone Recognition. - Lucile Gelin; Thomas Pellegrini; Julien Pinquier; Morgane Daniel (Interspeech, 2021)

Deep-Learning-Based Central African Primate Species Classification with MixUp and SpecAugment. - Thomas Pellegrini (Interspeech, 2021)

Low-Activity Supervised Convolutional Spiking Neural Networks Applied to Speech Commands Recognition. - Thomas Pellegrini; Romain Zimmer; Timothée Masquelier (SLT, 2021)

Improving Deep-learning-based Semi-supervised Audio Tagging with Mixup. - Léo Cances; Etienne Labbé; Thomas Pellegrini (CoRR, 2021)

End-to-end acoustic modelling for phone recognition of young readers. - Lucile Gelin; Morgane Daniel; Julien Pinquier; Thomas Pellegrini (Speech Commun., 2021)

Is my Automatic Audio Captioning System so Bad? SPIDEr-max: A Metric to Consider Several Caption Candidates. - Etienne Labbé; Thomas Pellegrini; Julien Pinquier (DCASE, 2022)

Language-Based Audio Retrieval with Textual Embeddings of Tag Names. - Thomas Pellegrini (DCASE, 2022)

Comparison of semi-supervised deep learning algorithms for audio classification. - Léo Cances; Etienne Labbé; Thomas Pellegrini (EURASIP J. Audio Speech Music. Process., 2022)

PCEDNet: A Lightweight Neural Network for Fast and Interactive Edge Detection in 3D Point Clouds. - Chems-Eddine Himeur; Thibault Lejemble; Thomas Pellegrini; Mathias Paulin; Loic Barthe; Nicolas Mellado (ACM Trans. Graph., 2022)

Multitask Learning in Audio Captioning: A Sentence Embedding Regression Loss Acts as a Regularizer. - Etienne Labbé; Julien Pinquier; Thomas Pellegrini (EUSIPCO, 2023)

Dilated convolution with learnable spacings. - Ismail Khalfaoui Hassani; Thomas Pellegrini; Timothée Masquelier (ICLR, 2023)

Adapting a ConvNeXt Model to Audio Classification on AudioSet. - Thomas Pellegrini; Ismail Khalfaoui Hassani; Etienne Labbé; Timothée Masquelier (INTERSPEECH, 2023)

Comparing phoneme recognition systems on the detection and diagnosis of reading mistakes for young children's oral reading evaluation. - Lucile Gelin; Morgane Daniel; Thomas Pellegrini; Julien Pinquier (SLaTE, 2023)

Dilated Convolution with Learnable Spacings: beyond bilinear interpolation. - Ismail Khalfaoui Hassani; Thomas Pellegrini; Timothée Masquelier (CoRR, 2023)

Killing two birds with one stone: Can an audio captioning system also be used for audio-text retrieval? - Etienne Labbé; Thomas Pellegrini; Julien Pinquier (CoRR, 2023)

Multilingual Audio Captioning using machine translated data. - Matéo Cousin; Etienne Labbé; Thomas Pellegrini (CoRR, 2023)

Audio classification with Dilated Convolution with Learnable Spacings. - Ismail Khalfaoui Hassani; Timothée Masquelier; Thomas Pellegrini (CoRR, 2023)

Audio-video fusion strategies for active speaker detection in meetings. - Lionel Pibre; Francisco Madrigal; Cyrille Equoy; Frédéric Lerasle; Thomas Pellegrini; Julien Pinquier; Isabelle Ferrané (Multim. Tools Appl., 2023)

Specializing Self-Supervised Speech Representations for Speaker Segmentation. - Séverin Baroudi; Thomas Pellegrini; Hervé Bredin (INTERSPEECH, 2024)

Self-Supervised Models for Phoneme Recognition: Applications in Children's Speech for Reading Learning. - Lucas Block Medin; Thomas Pellegrini; Lucile Gelin (INTERSPEECH, 2024)

IRIT-MFU Multi-modal systems for emotion classification for Odyssey 2024 challenge. - Adrien Lafore; Clément Pagés; Leila Moudjari; Sebastião Quintas; Hervé Bredin; Thomas Pellegrini; Farah Benamara; Isabelle Ferrané; Jérôme Bertrand; Marie-Françoise Bertrand; Véronique Moriceau; Jérôme Farinas (Odyssey, 2024)

Premier système IRIT-MyFamillyUp pour la compétition sur la reconnaissance des émotions Odyssey 2024. - Adrien Lafore; Clément Pagés; Leila Moudjari; Sebastião Quintas; Isabelle Ferrané; Hervé Bredin; Thomas Pellegrini; Farah Benamara; Jérôme Bertrand; Marie-Françoise Bertrand; Véronique Moriceau; Jérôme Farinas (TALN (JEP), 2024)

Adaptation de modèles auto-supervisés pour la reconnaissance de phonèmes dans la parole d'enfant. - Lucas Block Medin; Lucile Gelin; Thomas Pellegrini (TALN (JEP), 2024)

CNN-based Compressor Mass Flow Estimator in Industrial Aircraft Vapor Cycle System. - Justin Reverdi; Sixin Zhang; Saïd Aoues; Fabrice Gamboa; Serge Gratton; Thomas Pellegrini (CoRR, 2024)

Enhancing Synthetic Training Data for Speech Commands: From ASR-Based Filtering to Domain Adaptation in SSL Latent Space. - Sebastião Quintas; Isabelle Ferrané; Thomas Pellegrini (CoRR, 2024)

CoNeTTE: An Efficient Audio Captioning System Leveraging Multiple Datasets With Task Embedding. - Etienne Labbé; Thomas Pellegrini; Julien Pinquier (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Hierarchical Label Propagation: A Model-Size-Dependent Performance Booster for AudioSet Tagging. - Ludovic Tuncay; Etienne Labbé; Thomas Pellegrini (ICASSP, 2025)

Audio-JEPA: Joint-Embedding Predictive Architecture for Audio Representation Learning. - Ludovic Tuncay; Etienne Labbé; Emmanouil Benetos; Thomas Pellegrini (CoRR, 2025)