| 2025 | ICASSP | EFL-PEFT: A communication Efficient Federated Learning framework using PEFT sparsification for ASR. | Mohamed Nabih Ali, Daniele Falavigna, Alessio Brutti |
| 2025 | ICASSP | Large Language Models are Strong Audio-Visual Speech Recognition Learners. | Umberto Cappellazzo, Minsu Kim, Honglie Chen, Pingchuan Ma, Stavros Petridis, Daniele Falavigna, Alessio Brutti, Maja Pantic |
| 2025 | Interspeech | Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach. | Umberto Cappellazzo, Minsu Kim, Stavros Petridis, Daniele Falavigna, Alessio Brutti |
| 2024 | ACL | Continual Contrastive Spoken Language Understanding. | Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj |
| 2024 | ICASSP | Training Early-Exit Architectures for Automatic Speech Recognition: Fine-Tuning Pre-Trained Models or Training from Scratch. | George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Mohamed Nabih Ali, Alessio Brutti |
| 2024 | Interspeech | Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters. | Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti |
| 2023 | Interspeech | An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding. | Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti |
| 2023 | Interspeech | Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. | Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti |
| 2022 | ICASSP | End-to-End Low Resource Keyword Spotting Through Character Recognition and Beam-Search Re-Scoring. | Ephrem Tibebe Mekonnen, Alessio Brutti, Daniele Falavigna |
| 2022 | Interspeech | Enhancing Embeddings for Speech Classification in Noisy Conditions. | Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna |
| 2021 | Interspeech | ETLT 2021: Shared Task on Automatic Speech Recognition for Non-Native Children's Speech. | Roberto Gretter, Marco Matassoni, Daniele Falavigna, A. Misra, Chee Wee Leong, Kate M. Knill, Linlin Wang |
| 2020 | FRUCT | Speech Enhancement Using Dilated Wave-U-Net: an Experimental Analysis. | Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna |
| 2020 | Interspeech | Overview of the Interspeech TLT2020 Shared Task on ASR for Non-Native Children's Speech. | Roberto Gretter, Marco Matassoni, Daniele Falavigna, Keelan Evanini, Chee Wee Leong |
| 2020 | Interspeech | Mixtures of Deep Neural Experts for Automated Speech Scoring. | Sara Papi, Edmondo Trentin, Roberto Gretter, Marco Matassoni, Daniele Falavigna |
| 2020 | LREC | TLT-school: a Corpus of Non Native Children Speech. | Roberto Gretter, Marco Matassoni, Stefano Bann, Daniele Falavigna |
| 2020 | LREC | Automatically Assess Children's Reading Skills. | Ornella Mich, Nadia Mana, Roberto Gretter, Marco Matassoni, Daniele Falavigna |
| 2019 | ICASSP | Automatic Assessment of Spoken Language Proficiency of Non-native Children. | Roberto Gretter, Marco Matassoni, Katharina Allgaier, Svetlana Tchistiakova, Daniele Falavigna |
| 2018 | ICASSP | Non-Native Children Speech Recognition Through Transfer Learning. | Marco Matassoni, Roberto Gretter, Daniele Falavigna, Diego Giuliani |
| 2017 | Interspeech | Optimizing DNN Adaptation for Recognition of Enhanced Speech. | Marco Matassoni, Alessio Brutti, Daniele Falavigna |
| 2016 | ACL | TranscRater: a Tool for Automatic Speech Recognition Quality Estimation. | Shahab Jalalvand, Matteo Negri, Marco Turchi, Jos G. C. de Souza, Daniele Falavigna, Mohammed R. H. Qwaider |
| 2015 | ACL | Driving ROVER with Segment-based ASR Quality Estimation. | Shahab Jalalvand, Matteo Negri, Daniele Falavigna, Marco Turchi |
| 2015 | ASRU | Boosted acoustic model learning and hypotheses rescoring on the CHiME-3 task. | Shahab Jalalvand, Daniele Falavigna, Marco Matassoni, Piergiorgio Svaizer, Maurizio Omologo |
| 2015 | Interspeech | Stacked auto-encoder for ASR error detection and word error rate prediction. | Shahab Jalalvand, Daniele Falavigna |
| 2015 | NAACL | Multitask Learning for Adaptive Quality Estimation of Automatically Transcribed Utterances. | Jos G. C. de Souza, Hamed Zamani, Matteo Negri, Marco Turchi, Daniele Falavigna |
| 2014 | COLING | Quality Estimation for Automatic Speech Recognition. | Matteo Negri, Marco Turchi, Jos G. C. de Souza, Daniele Falavigna |
| 2014 | Interspeech | Direct word graph rescoring using a* search and RNNLM. | Shahab Jalalvand, Daniele Falavigna |
| 2013 | ASRU | Phonetic and anthropometric conditioning of MSA-KST cognitive impairment characterization system. | Alexei V. Ivanov, Shahab Jalalvand, Roberto Gretter, Daniele Falavigna |
| 2012 | Interspeech | Analysis of the Characteristics of Talk-show TV Programs. | Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Roberto Gretter |
| 2011 | Interspeech | Redundancy Reduction in ASR of Spontaneous Speech Through Statistical Machine Translation. | Daniele Falavigna |
| 2011 | Interspeech | Cheap Bootstrap of Multi-Lingual Hidden Markov Models. | Daniele Falavigna, Roberto Gretter |
| 2011 | Interspeech | NeMo: A Platform for Multilingual News Monitoring. | Christian Girardi, Roberto Gretter, Daniele Falavigna, Fabio Brugnara, Diego Giuliani, Marcello Federico |
| 2009 | ASRU | Phone-to-word decoding through statistical machine translation and complementary system combination. | Daniele Falavigna, Matteo Gerosa, Roberto Gretter, Diego Giuliani |
| 2008 | Interspeech | Fast speech decoding through phone confusion networks. | Nicola Bertoldi, Marcello Federico, Daniele Falavigna, Matteo Gerosa |
| 2007 | Interspeech | The IRST English-Spanish translation system for european parliament speeches. | Daniele Falavigna, Nicola Bertoldi, Fabio Brugnara, Roldano Cattoni, Mauro Cettolo, Boxing Chen, Marcello Federico, Diego Giuliani, Roberto Gretter, Deepa Gupta, Dino Seppi |
| 2007 | Interspeech | Word duration modeling for word graph rescoring in LVCSR. | Dino Seppi, Daniele Falavigna, Georg Stemmer, Roberto Gretter |
| 2005 | Interspeech | A frame based spoken dialog system for home care. | Daniele Falavigna, Toni Giorgino, Roberto Gretter |
| 2004 | ICMI | A multi-modal architecture for cellular phones. | Luca Nardelli, Marco Orlandi, Daniele Falavigna |
| 2004 | Interspeech | On the development of telephone applications: some practical issues and evaluation. | Andrea Facco, Daniele Falavigna, Roberto Gretter, Marcello Vigan |
| 2003 | ICASSP | On the usage of automatic voice recognition in an interactive Web based medical application. | Claudio Eccher, Lorenzo Eccher, Daniele Falavigna, Luca Nardelli, Marco Orlandi, Andrea Sboner |
| 2003 | Interspeech | Maximum likelihood endpoint detection with time-domain features. | Marco Orlandi, Alfiero Santarelli, Daniele Falavigna |
| 2002 | AMIA | Home Monitoring of Hypertensive Patients through Intelligent Dialog System. | Ivano Azzini, Daniele Falavigna, Toni Giorgino, Roberto Gretter, Silvana Quaglini, Carla Rognoni, Mario Stefanelli |
| 2002 | Interspeech | Acoustic and word lattice based algorithms for confidence scores. | Daniele Falavigna, Roberto Gretter, Giuseppe Riccardi |
| 2002 | LREC | The C-ORAL-ROM Project. New methods for spoken language archives in a multilingual romance corpus. | Emanuela Cresti, Massimo Moneglia, Fernanda Bacelar do Nascimento, Antonio Moreno-Sandoval, Jean Vronis, Philippe Martin, Khalid Choukri, Valrie Mapelli, Daniele Falavigna, Antonio Cid, Claude Blum |
| 2001 | Interspeech | First steps toward an adaptive spoken dialogue system in medical domain. | Ivano Azzini, Daniele Falavigna, Roberto Gretter, Giordano Lanzola, Marco Orlandi |
| 2000 | Interspeech | A mixed language model for a dialogue system over ihe telephone. | Daniele Falavigna, Roberto Gretter, Marco Orlandi |
| 1999 | Interspeech | Semantic boundaries in multiple languages. | Jrgen Haas, Volker Warnke, Heinrich Niemann, Mauro Cettolo, Anna Corazza, Daniele Falavigna, Gianni Lazzari |
| 1999 | Interspeech | Use of simulated data for robust telephone speech recognition. | Tarcisio Coianiz, Daniele Falavigna, Roberto Gretter, Marco Orlandi |
| 1998 | Interspeech | Automatic recognition of spontaneous speech dialogues. | Mauro Cettolo, Daniele Falavigna |
| 1998 | Interspeech | Automatic detection of semantic boundaries based on acoustic and lexical knowledge. | Mauro Cettolo, Daniele Falavigna |
| 1997 | ICASSP | Multilingual person to person communication at IRST. | Bianca Angelini, Mauro Cettolo, Anna Corazza, Daniele Falavigna, Gianni Lazzari |
| 1997 | Interspeech | Automatic diphone extraction for an Italian text-to-speech synthesis system. | Bianca Angelini, Claudia Barolo, Daniele Falavigna, Maurizio Omologo, Stefano Sandri |
| 1997 | Interspeech | On field experiments of continuous digit recognition over the telephone network. | Daniele Falavigna, Roberto Gretter |
| 1995 | Interspeech | Comparison of different HMM based methods for speaker verification. | Daniele Falavigna |
| 1995 | ISCAS | Application of Generalized Radial Basis Functions In Speaker Normalization and Identification. | Cesare Furlanello, Diego Giuliani, Edmondo Trentin, Daniele Falavigna |
| 1994 | Interspeech | Speaker independent continuous speech recognition using an acoustic-phonetic Italian corpus. | Bianca Angelini, Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Roberto Gretter, Maurizio Omologo |
| 1993 | Interspeech | Automatic segmentation and labeling of English and Italian speech databases. | Bianca Angelini, Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Roberto Gretter, Maurizio Omologo |
| 1993 | Interspeech | A baseline of a speaker independent continuous speech recognizer of Italian. | Bianca Angelini, Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Roberto Gretter, Maurizio Omologo |
| 1992 | Interspeech | A HMM-based system for automatic segmentation and labeling of speech. | Fabio Brugnara, Daniele Falavigna, Maurizio Omologo |
| 1991 | Interspeech | A preliminary statistical evaluation of manual and automatic segmentation discrepancies. | Piero Cosi, Daniele Falavigna, Maurizio Omologo |