Marco Matassoni

85 papers A* 1A 17B 2C 3Misc 12Journal 26Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Automatic detection of speech sound disorders in German-speaking children: augmenting the data with typically developed speech. INTERSPEECH Darline Monika Marx, Marco Matassoni, Alessio Brutti
2025	—	`conf`	FAMA: The First Large-Scale Open-Science Speech Foundation Model for English and Italian. CLiC-it Sara Papi, Marco Gaido, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri
2025	J	`jnl`	FAMA: The First Large-Scale Open-Science Speech Foundation Model for English and Italian. CoRR Sara Papi, Marco Gaido, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri
2025	A	`conf`	Speech LLMs in Low-Resource Scenarios: Data Volume Requirements and the Impact of Pretraining on High-Resource Languages. INTERSPEECH Seraphina Fong, Marco Matassoni, Alessio Brutti
2025	J	`jnl`	Speech LLMs in Low-Resource Scenarios: Data Volume Requirements and the Impact of Pretraining on High-Resource Languages. CoRR Seraphina Fong, Marco Matassoni, Alessio Brutti
2025	J	`jnl`	The Eloquence team submission for task 1 of MLC-SLM challenge. CoRR Lorenzo Concina, Jordi Luque, Alessio Brutti, Marco Matassoni, Yuchen Zhang
2025	J	`jnl`	The Warmup Dilemma: How Learning Rate Strategies Impact Speech-to-Text Model Convergence. CoRR Marco Gaido, Sara Papi, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri
2024	J	`jnl`	Back to grammar: Using grammatical error correction to automatically assess L2 speaking proficiency. Speech Commun. Stefano Bannò, Marco Matassoni
2024	A*	`conf`	MOSEL: 950, 000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages. EMNLP Marco Gaido, Sara Papi, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri
2024	J	`jnl`	MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages. CoRR Marco Gaido, Sara Papi, Luisa Bentivogli, Alessio Brutti, Mauro Cettolo, Roberto Gretter, Marco Matassoni, Mohamed Nabih, Matteo Negri
2023	—	`conf`	Assessment of L2 Oral Proficiency Using Self-Supervised Speech Representation Learning. SLaTE Stefano Bannò, Katherine M. Knill, Marco Matassoni, Vyas Raina, Mark J. F. Gales
2023	—	`conf`	Grammatical Error Correction for L2 Speech Using Publicly Available Data. SLaTE Stefano Bannò, Michela Rais, Marco Matassoni
2023	—	`conf`	Towards Speaker-Independent Voice Conversion for Improving Dysarthric Speech Intelligibility. SSW Seraphina Fong, Marco Matassoni, Gianluca Esposito, Alessio Brutti
2023	—	`conf`	Towards automatic spoken grammatical error correction of L2 learners of English. Ital-IA Stefano Bannò, Michela Rais, Marco Matassoni
2022	J	`jnl`	L2 proficiency assessment using self-supervised speech representations. CoRR Stefano Bannò, Kate M. Knill, Marco Matassoni, Vyas Raina, Mark J. F. Gales
2022	—	`conf`	Proficiency Assessment of L2 Spoken English Using Wav2Vec 2.0. SLT Stefano Bannò, Marco Matassoni
2022	J	`jnl`	Proficiency assessment of L2 spoken English using wav2vec 2.0. CoRR Stefano Bannò, Marco Matassoni
2022	—	`conf`	Using Seq2seq voice conversion with pre-trained representations for audio anonymization: experimental insights. ISC2 Marco Costante, Marco Matassoni, Alessio Brutti
2021	A	`conf`	ETLT 2021: Shared Task on Automatic Speech Recognition for Non-Native Children's Speech. Interspeech Roberto Gretter, Marco Matassoni, Daniele Falavigna, A. Misra, Chee Wee Leong, Kate M. Knill, Linlin Wang
2021	J	`jnl`	Experiments of ASR-based mispronunciation detection for children and adult English learners. CoRR Nina Hosseini-Kivanani, Roberto Gretter, Marco Matassoni, Giuseppe Daniele Falavigna
2021	A	`conf`	Learning to Rank Microphones for Distant Speech Recognition. Interspeech Samuele Cornell, Alessio Brutti, Marco Matassoni, Stefano Squartini
2021	J	`jnl`	Learning to Rank Microphones for Distant Speech Recognition. CoRR Samuele Cornell, Alessio Brutti, Marco Matassoni, Stefano Squartini
2021	J	`jnl`	Mixtures of Deep Neural Experts for Automated Speech Scoring. CoRR Sara Papi, Edmondo Trentin, Roberto Gretter, Marco Matassoni, Daniele Falavigna
2021	—	`conf`	Seed Words Based Data Selection for Language Model Adaptation. ASLTRW@MTSummit Roberto Gretter, Marco Matassoni, Daniele Falavigna
2021	J	`jnl`	Seed Words Based Data Selection for Language Model Adaptation. CoRR Roberto Gretter, Marco Matassoni, Daniele Falavigna
2020	—	`conf`	Automatically Assess Children's Reading Skills. READI@LREC Ornella Mich, Nadia Mana, Roberto Gretter, Marco Matassoni, Daniele Falavigna
2020	A	`conf`	Mixtures of Deep Neural Experts for Automated Speech Scoring. INTERSPEECH Sara Papi, Edmondo Trentin, Roberto Gretter, Marco Matassoni, Daniele Falavigna
2020	A	`conf`	Overview of the Interspeech TLT2020 Shared Task on ASR for Non-Native Children's Speech. INTERSPEECH Roberto Gretter, Marco Matassoni, Daniele Falavigna, Keelan Evanini, Chee Wee Leong
2020	B	`conf`	TLT-school: a Corpus of Non Native Children Speech. LREC Roberto Gretter, Marco Matassoni, Stefano Bannò, Daniele Falavigna
2020	J	`jnl`	TLT-school: a Corpus of Non Native Children Speech. CoRR Roberto Gretter, Marco Matassoni, Stefano Bannò, Daniele Falavigna
2019	Misc	`conf`	Automatic Assessment of Spoken Language Proficiency of Non-native Children. ICASSP Roberto Gretter, Marco Matassoni, Katharina Allgaier, Svetlana Tchistiakova, Daniele Falavigna
2019	—	`conf`	The FBK system for the 2019 Spoken CALL Shared Task. SLaTE Roberto Gretter, Marco Matassoni, Daniele Falavigna
2018	J	`jnl`	Automatic quality estimation for ASR system combination. Comput. Speech Lang. Shahab Jalalvand, Matteo Negri, Daniele Falavigna, Marco Matassoni, Marco Turchi
2018	Misc	`conf`	Non-Native Children Speech Recognition Through Transfer Learning. ICASSP Marco Matassoni, Roberto Gretter, Daniele Falavigna, Diego Giuliani
2018	J	`jnl`	Non-native children speech recognition through transfer learning. CoRR Marco Matassoni, Roberto Gretter, Daniele Falavigna, Diego Giuliani
2017	J	`jnl`	Automatic Quality Estimation for ASR System Combination. CoRR Shahab Jalalvand, Matteo Negri, Daniele Falavigna, Marco Matassoni, Marco Turchi
2017	J	`jnl`	DNN adaptation by automatic quality estimation of ASR hypotheses. CoRR Daniele Falavigna, Marco Matassoni, Shahab Jalalvand, Matteo Negri, Marco Turchi
2017	J	`jnl`	DNN adaptation by automatic quality estimation of ASR hypotheses. Comput. Speech Lang. Daniele Falavigna, Marco Matassoni, Shahab Jalalvand, Matteo Negri, Marco Turchi
2017	A	`conf`	Optimizing DNN Adaptation for Recognition of Enhanced Speech. INTERSPEECH Marco Matassoni, Alessio Brutti, Daniele Falavigna
2016	—	`conf`	DNN adaptation for recognition of children speech through automatic utterance selection. SLT Marco Matassoni, Daniele Falavigna, Diego Giuliani
2016	J	`jnl`	On the relationship between Early-to-Late Ratio of Room Impulse Responses and ASR performance in reverberant environments. Speech Commun. Alessio Brutti, Marco Matassoni
2015	C	`conf`	Boosted acoustic model learning and hypotheses rescoring on the CHiME-3 task. ASRU Shahab Jalalvand, Daniele Falavigna, Marco Matassoni, Piergiorgio Svaizer, Maurizio Omologo
2015	—	`conf`	Multi-room speech activity detection using a distributed microphone network in domestic environments. EUSIPCO Panagiotis Giannoulis, Alessio Brutti, Marco Matassoni, Alberto Abad, Athanasios Katsamanis, Miguel Matos, Gerasimos Potamianos, Petros Maragos
2014	—	`conf`	Acoustic modeling based on early-to-late reverberation ratio for robust ASR. IWAENC Marco Matassoni, Alessio Brutti, Piergiorgio Svaizer
2014	J	`jnl`	Auditory processing-based features for improving speech recognition in adverse acoustic conditions. EURASIP J. Audio Speech Music. Process. Hari Krishna Maganti, Marco Matassoni
2014	Misc	`conf`	On the use of Early-To-Late Reverberation ratio for ASR in reverberant environments. ICASSP Alessio Brutti, Marco Matassoni
2014	A	`conf`	The DIRHA-GRID corpus: baseline and tools for multi-room distant speech recognition using distributed microphones. INTERSPEECH Marco Matassoni, Ramón Fernandez Astudillo, Athanasios Katsamanis, Mirco Ravanelli
2013	J	`jnl`	Blind source extraction for robust speech recognition in multisource noisy environments. Comput. Speech Lang. Francesco Nesta, Marco Matassoni
2013	A	`conf`	Embedding speech recognition to control lights. INTERSPEECH Alessandro Sosi, Fabio Brugnara, Luca Cristoforetti, Marco Matassoni, Mirco Ravanelli, Maurizio Omologo
2013	C	`conf`	The second 'CHiME' speech separation and recognition challenge: An overview of challenge systems and outcomes. ASRU Emmanuel Vincent, Jon Barker, Shinji Watanabe, Jonathan Le Roux, Francesco Nesta, Marco Matassoni
2013	Misc	`conf`	The second 'chime' speech separation and recognition challenge: Datasets, tasks and baselines. ICASSP Emmanuel Vincent, Jon Barker, Shinji Watanabe, Jonathan Le Roux, Francesco Nesta, Marco Matassoni
2012	J	`jnl`	A perceptual masking approach for noise robust speech recognition. EURASIP J. Audio Speech Music. Process. Hari Krishna Maganti, Marco Matassoni
2012	—	`conf`	Acoustic model adaptation using piece-wise energy decay curve for reverberant environments. EUSIPCO Abdul Waheed Mohammed, Marco Matassoni, Hari Krishna Maganti, Maurizio Omologo
2012	J	`jnl`	Enhancing robustness for speech recognition through bio-inspired auditory filter-bank. Int. J. Bio Inspired Comput. Hari Krishna Maganti, Marco Matassoni
2012	A	`conf`	Semi-Blind Model Adaptation using Piece-wise Energy Decay Curve for Large Reverberant Environments. INTERSPEECH Abdul Waheed Mohammed, Marco Matassoni, Hari Krishna Maganti, Maurizio Omologo
2011	A	`conf`	A Level-Dependent Auditory Filter-Bank for Speech Recognition in Reverberant Environments. INTERSPEECH Hari Krishna Maganti, Marco Matassoni
2011	—	`conf`	Auditory Processing Inspired Robust Feature Enhancement for Speech Recognition. BIOSTEC (Selected Papers) Hari Krishna Maganti, Marco Matassoni
2011	—	`conf`	Bio-inspired Auditory Processing for Speech Feature Enhancement. BIOSIGNALS Hari Krishna Maganti, Marco Matassoni
2011	—	`conf`	Evalita 2011: Automatic Speech Recognition Large Vocabulary Transcription. EVALITA Marco Matassoni, Fabio Brugnara, Roberto Gretter
2011	A	`conf`	Real-Time Prototype for Integration of Blind Source Extraction and Robust Automatic Speech Recognition. INTERSPEECH Francesco Nesta, Marco Matassoni, Hari Krishna Maganti
2011	—	`conf`	Sub-band spectral variance feature for noise robust ASR. EUSIPCO Hari Krishna Maganti, Silvia Zanon, Marco Matassoni, Alessio Brutti
2010	A	`conf`	An auditory based modulation spectral feature for reverberant speech recognition. INTERSPEECH Hari Krishna Maganti, Marco Matassoni
2010	Misc	`conf`	Experiments on distant-talking speaker verification in TV scenario. ICASSP Christian Zieger, Marco Matassoni, Maurizio Omologo
2008	A	`conf`	Effective acoustic adaptation for a distant-talking interactive TV system. INTERSPEECH Jing Huang, Mark Epstein, Marco Matassoni
2006	—	`conf`	Efficient Time Delay Estimation based on Cross-Power Spectrum Phase. EUSIPCO Marco Matassoni, Piergiorgio Svaizer
2006	C	`conf`	Speech Recognition in Reverberant Environments Using Remote Microphones. ISM Luca Giulio Brayda, Christian Wellekens, Marco Matassoni, Maurizio Omologo
2003	A	`conf`	Evaluation on the Aurora 2 database of acoustic models that are less noise-sensitive. INTERSPEECH Edmondo Trentin, Marco Matassoni, Marco Gori
2003	J	`jnl`	Noise-tolerant speech recognition: the SNN-TA approach. Inf. Sci. Edmondo Trentin, Marco Matassoni
2003	A	`conf`	Use of a CSP-based voice activity detector for distant-talking ASR. INTERSPEECH Luca Armani, Marco Matassoni, Maurizio Omologo, Piergiorgio Svaizer
2003	—	`conf`	Use of parallel recognizers for robust in-car speech interaction. ICASSP (1) Luca Cristoforetti, Marco Matassoni, Maurizio Omologo, Piergiorgio Svaizer
2002	J	`jnl`	Hidden Markov model training with contaminated speech material for distant-talking speech recognition. Comput. Speech Lang. Marco Matassoni, Maurizio Omologo, Diego Giuliani, Piergiorgio Svaizer
2002	Misc	`conf`	On the joint use of noise reduction and MLLR adaptation for in-car hands-free speech recognition. ICASSP Marco Matassoni, Maurizio Omologo, Alfiero Santarelli, Piergiorgio Svaizer
2001	—	`ch.`	Speech Recognition with Microphone Arrays. Microphone Arrays Maurizio Omologo, Marco Matassoni, Piergiorgio Svaizer
2001	A	`conf`	Use of real and contaminated speech for training of a hands-free in-car speech recognizer. INTERSPEECH Marco Matassoni, Maurizio Omologo, Piergiorgio Svaizer
2000	B	`conf`	Annotation of a Multichannel Noisy Speech Corpus. LREC Luca Cristoforetti, Marco Matassoni, Maurizio Omologo, Piergiorgio Svaizer, Enrico Zovato
2000	Misc	`conf`	Hands-free speech recognition using a filtered clean corpus and incremental HMM adaptation. ICASSP Marco Matassoni, Maurizio Omologo, Diego Giuliani
2000	—	`conf`	The Regularized SNN-TA Model for Recognition of Noisy Speech. IJCNN (5) Edmondo Trentin, Marco Matassoni
1999	Misc	`conf`	Training of HMM with filtered speech material for hands-free recognition. ICASSP Diego Giuliani, Marco Matassoni, Maurizio Omologo, Piergiorgio Svaizer
1998	J	`jnl`	Environmental conditions and acoustic transduction in hands-free speech recognition. Speech Commun. Maurizio Omologo, Piergiorgio Svaizer, Marco Matassoni
1998	Misc	`conf`	Experiments of HMM adaptation for hands-free connected digit recognition. ICASSP Diego Giuliani, Marco Matassoni, Maurizio Omologo, Piergiorgio Svaizer
1997	Misc	`conf`	Acoustic source location in a three-dimensional space using crosspower spectrum phase. ICASSP Piergiorgio Svaizer, Marco Matassoni, Maurizio Omologo
1997	Misc	`conf`	Microphone array based speech recognition with different talker-array positions. ICASSP Maurizio Omologo, Marco Matassoni, Piergiorgio Svaizer, Diego Giuliani
1997	—	`conf`	Use of different microphone array configurations for hands-free speech recognition in noisy and reverberant environment. EUROSPEECH Diego Giuliani, Marco Matassoni, Maurizio Omologo, Piergiorgio Svaizer
1995	Misc	`conf`	Hands free continuous speech recognition in noisy environment using a four microphone array. ICASSP Diego Giuliani, Marco Matassoni, Maurizio Omologo, Piergiorgio Svaizer
1995	—	`conf`	Robust continuous speech recognition using a microphone array. EUROSPEECH Diego Giuliani, Marco Matassoni, Maurizio Omologo, Piergiorgio Svaizer