Daniele Falavigna

111 papers A 24B 4C 4Misc 8Journal 30Unranked 41

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Distillation-based Layer Dropping (DLD): Effective End-to-end Framework for Dynamic Speech Networks. CoRR Abdul Hannan, Daniele Falavigna, Shah Nawaz, Mubashir Noman, Markus Schedl, Alessio Brutti
2025	Misc	`conf`	EFL-PEFT: A communication Efficient Federated Learning framework using PEFT sparsification for ASR. ICASSP Mohamed Nabih Ali, Daniele Falavigna, Alessio Brutti
2025	—	`conf`	Input Conditioned Layer Dropping in Speech Foundation Models. MLSP Abdul Hannan, Daniele Falavigna, Alessio Brutti
2025	J	`jnl`	Input Conditioned Layer Dropping in Speech Foundation Models. CoRR Abdul Hannan, Daniele Falavigna, Alessio Brutti
2025	Misc	`conf`	Large Language Models are Strong Audio-Visual Speech Recognition Learners. ICASSP Umberto Cappellazzo, Minsu Kim, Honglie Chen, Pingchuan Ma, Stavros Petridis, Daniele Falavigna, Alessio Brutti, Maja Pantic
2025	J	`jnl`	MLMA: Towards Multilingual ASR With Mamba-based Architectures. CoRR Mohamed Nabih Ali, Daniele Falavigna, Alessio Brutti
2025	A	`conf`	Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach. INTERSPEECH Umberto Cappellazzo, Minsu Kim, Stavros Petridis, Daniele Falavigna, Alessio Brutti
2025	J	`jnl`	Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach. CoRR Umberto Cappellazzo, Minsu Kim, Stavros Petridis, Daniele Falavigna, Alessio Brutti
2025	—	`conf`	Splitformer: An Improved Early-Exit Architecture for Automatic Speech Recognition on Edge Devices. EUSIPCO Maxence Lasbordes, Daniele Falavigna, Alessio Brutti
2025	J	`jnl`	Splitformer: An improved early-exit architecture for automatic speech recognition on edge devices. CoRR Maxence Lasbordes, Daniele Falavigna, Alessio Brutti
2024	—	`conf`	Continual Contrastive Spoken Language Understanding. ACL (Findings) Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj
2024	A	`conf`	Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters. INTERSPEECH Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti
2024	J	`jnl`	Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters. CoRR Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti
2024	J	`jnl`	Federating Dynamic Models using Early-Exit Architectures for Automatic Speech Recognition on Heterogeneous Clients. CoRR Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
2024	—	`conf`	LDASR: An Experimental Study on Layer Drop Using Conformer-Based Architecture. EUSIPCO Abdul Hannan, Alessio Brutti, Daniele Falavigna
2024	J	`jnl`	Large Language Models Are Strong Audio-Visual Speech Recognition Learners. CoRR Umberto Cappellazzo, Minsu Kim, Honglie Chen, Pingchuan Ma, Stavros Petridis, Daniele Falavigna, Alessio Brutti, Maja Pantic
2024	—	`conf`	Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers. MLSP Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti, Mirco Ravanelli
2024	—	`conf`	Training Early-Exit Architectures for Automatic Speech Recognition: Fine-Tuning Pre-Trained Models or Training from Scratch. ICASSP Workshops George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Mohamed Nabih Ali, Alessio Brutti
2023	A	`conf`	An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding. INTERSPEECH Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti
2023	J	`jnl`	Continual Contrastive Spoken Language Understanding. CoRR Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj
2023	J	`jnl`	Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions. Comput. Speech Lang. Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
2023	J	`jnl`	Improving the Intent Classification accuracy in Noisy Environment. CoRR Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
2023	J	`jnl`	Scaling strategies for on-device low-complexity source separation with Conv-Tasnet. CoRR Mohamed Nabih Ali, Francesco Paissan, Daniele Falavigna, Alessio Brutti
2023	A	`conf`	Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. INTERSPEECH Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti
2023	J	`jnl`	Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. CoRR Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti
2023	J	`jnl`	Training dynamic models using early exits for automatic speech recognition on resource-constrained devices. CoRR George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Alessio Brutti
2022	Misc	`conf`	End-to-End Low Resource Keyword Spotting Through Character Recognition and Beam-Search Re-Scoring. ICASSP Ephrem Tibebe Mekonnen, Alessio Brutti, Daniele Falavigna
2022	A	`conf`	Enhancing Embeddings for Speech Classification in Noisy Conditions. INTERSPEECH Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
2022	J	`jnl`	Exploring the Joint Use of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding. CoRR Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti
2022	J	`jnl`	Time-Domain Joint Training Strategies of Speech Enhancement and Intent Classification Neural Models. Sensors Mohamed Nabih Ali, Daniele Falavigna, Alessio Brutti
2021	—	`conf`	A Speech Enhancement Front-End for Intent Classification in Noisy Environments. EUSIPCO Mohamed Nabih Ali, Veronica Juliana Schmalz, Alessio Brutti, Daniele Falavigna
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`	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	Misc	`conf`	Speech Enhancement Using Dilated Wave-U-Net: an Experimental Analysis. FRUCT Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
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	J	`jnl`	Automatic assessment of spoken language proficiency of non-native children. CoRR Roberto Gretter, 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	—	`conf`	EnetCollect in Italy. CLiC-it Lionel Nicolas, Verena Lyding, Luisa Bentivogli, Federico Sangati, Johanna Monti, Irene Russo, Roberto Gretter, Daniele Falavigna
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	—	`conf`	A System for Asessing Children Readings as School. SLaTE Stefano Artuso, Luca Cristoforetti, Daniele Falavigna, Roberto Gretter, Nadia Mana, Gianluca Schiavo
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	—	`conf`	TranscRater: a Tool for Automatic Speech Recognition Quality Estimation. ACL (System Demonstrations) Shahab Jalalvand, Matteo Negri, Marco Turchi, José G. C. de Souza, Daniele Falavigna, Mohammed R. H. Qwaider
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`	Driving ROVER with Segment-based ASR Quality Estimation. ACL (1) Shahab Jalalvand, Matteo Negri, Daniele Falavigna, Marco Turchi
2015	—	`conf`	Multitask Learning for Adaptive Quality Estimation of Automatically Transcribed Utterances. HLT-NAACL José G. C. de Souza, Hamed Zamani, Matteo Negri, Marco Turchi, Daniele Falavigna
2015	A	`conf`	Stacked auto-encoder for ASR error detection and word error rate prediction. INTERSPEECH Shahab Jalalvand, Daniele Falavigna
2014	A	`conf`	Direct word graph rescoring using a* search and RNNLM. INTERSPEECH Shahab Jalalvand, Daniele Falavigna
2014	B	`conf`	Quality Estimation for Automatic Speech Recognition. COLING Matteo Negri, Marco Turchi, José G. C. de Souza, Daniele Falavigna
2013	—	`conf`	FBK @ IWSLT 2013 - ASR tracks. IWSLT (Evaluation Campaign) Daniele Falavigna, Roberto Gretter, Fabio Brugnara, Diego Giuliani
2013	—	`conf`	Parameter optimization for iterative confusion network decoding in weather-domain speech recognition. IWSLT Shahab Jalalvand, Daniele Falavigna
2013	C	`conf`	Phonetic and anthropometric conditioning of MSA-KST cognitive impairment characterization system. ASRU Alexei V. Ivanov, Shahab Jalalvand, Roberto Gretter, Daniele Falavigna
2012	A	`conf`	Analysis of the Characteristics of Talk-show TV Programs. INTERSPEECH Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Roberto Gretter
2012	—	`conf`	FBK@IWSLT 2012 - ASR track. IWSLT Daniele Falavigna, Roberto Gretter, Fabio Brugnara, Diego Giuliani
2012	—	`conf`	Focusing language models for automatic speech recognition. IWSLT Daniele Falavigna, Roberto Gretter
2011	A	`conf`	Cheap Bootstrap of Multi-Lingual Hidden Markov Models. INTERSPEECH Daniele Falavigna, Roberto Gretter
2011	—	`conf`	FBK @ IWSLT 2011. IWSLT Nick Ruiz, Arianna Bisazza, Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Suhel Jaber, Roberto Gretter, Marcello Federico
2011	A	`conf`	NeMo: A Platform for Multilingual News Monitoring. INTERSPEECH Christian Girardi, Roberto Gretter, Daniele Falavigna, Fabio Brugnara, Diego Giuliani, Marcello Federico
2011	A	`conf`	Redundancy Reduction in ASR of Spontaneous Speech Through Statistical Machine Translation. INTERSPEECH Daniele Falavigna
2010	—	`conf`	An automatic transcription system of hearings in Italian courtrooms. MiFor@MM Daniele Falavigna, Matteo Gerosa, Diego Giuliani, Roberto Gretter
2010	—	`conf`	Evaluation of automatic transcription systems for the judicial domain. SLT Jonas Lööf, Daniele Falavigna, Ralf Schlüter, Diego Giuliani, Roberto Gretter, Hermann Ney
2010	—	`conf`	JUMAS @ TRECVID 2010. TRECVID Bálint Daróczy, Dávid Márk Nemeskey, Róbert Pethes, István Petrás, András A. Benczúr, Daniele Falavigna, Roberto Gretter
2009	—	`conf`	Automatic Transcription of Courtroom Recordings in the JUMAS project. ICT4Justice Daniele Falavigna, Diego Giuliani, Roberto Gretter, Jonas Lööf, Christian Gollan, Ralf Schlüter, Hermann Ney
2009	C	`conf`	Phone-to-word decoding through statistical machine translation and complementary system combination. ASRU Daniele Falavigna, Matteo Gerosa, Roberto Gretter, Diego Giuliani
2008	A	`conf`	Fast speech decoding through phone confusion networks. INTERSPEECH Nicola Bertoldi, Marcello Federico, Daniele Falavigna, Matteo Gerosa
2007	A	`conf`	The IRST English-Spanish translation system for european parliament speeches. INTERSPEECH Daniele Falavigna, Nicola Bertoldi, Fabio Brugnara, Roldano Cattoni, Mauro Cettolo, Boxing Chen, Marcello Federico, Diego Giuliani, Roberto Gretter, Deepa Gupta, Dino Seppi
2007	A	`conf`	Word duration modeling for word graph rescoring in LVCSR. INTERSPEECH Dino Seppi, Daniele Falavigna, Georg Stemmer, Roberto Gretter
2006	J	`jnl`	Design and evaluation of acoustic and language models for large scale telephone services. Speech Commun. Andrea Facco, Daniele Falavigna, Roberto Gretter, Marcello Viganò
2005	A	`conf`	A frame based spoken dialog system for home care. INTERSPEECH Daniele Falavigna, Toni Giorgino, Roberto Gretter
2005	J	`jnl`	Automated spoken dialogue system for hypertensive patient home management. Int. J. Medical Informatics Toni Giorgino, Ivano Azzini, Carla Rognoni, Silvana Quaglini, Mario Stefanelli, Roberto Gretter, Daniele Falavigna
2004	B	`conf`	A multi-modal architecture for cellular phones. ICMI Luca Nardelli, Marco Orlandi, Daniele Falavigna
2004	A	`conf`	On the development of telephone applications: some practical issues and evaluation. INTERSPEECH Andrea Facco, Daniele Falavigna, Roberto Gretter, Marcello Viganò
2003	—	`conf`	Automated Spoken Dialog System for Home Care and Data Acquisition from Chronic Patients. MIE Ivano Azzini, Daniele Falavigna, Toni Giorgino, Roberto Gretter, Silvana Quaglini, Carla Rognoni, Mario Stefanelli
2003	A	`conf`	Maximum likelihood endpoint detection with time-domain features. INTERSPEECH Marco Orlandi, Alfiero Santarelli, Daniele Falavigna
2003	—	`conf`	On the usage of automatic voice recognition in an interactive Web based medical application. ICASSP (2) Claudio Eccher, Lorenzo Eccher, Daniele Falavigna, Luca Nardelli, Marco Orlandi, Andrea Sboner
2002	A	`conf`	Acoustic and word lattice based algorithms for confidence scores. INTERSPEECH Daniele Falavigna, Roberto Gretter, Giuseppe Riccardi
2002	—	`conf`	Application of Spoken Dialogue Technology in a Medical Domain. TSD Ivano Azzini, Toni Giorgino, Daniele Falavigna, Roberto Gretter
2002	Misc	`conf`	Home Monitoring of Hypertensive Patients through Intelligent Dialog System. AMIA Ivano Azzini, Daniele Falavigna, Toni Giorgino, Roberto Gretter, Silvana Quaglini, Carla Rognoni, Mario Stefanelli
2002	B	`conf`	The C-ORAL-ROM Project. New methods for spoken language archives in a multilingual romance corpus. LREC Emanuela Cresti, Massimo Moneglia, Fernanda Bacelar do Nascimento, Antonio Moreno-Sandoval, Jean Véronis, Philippe Martin, Khalid Choukri, Valérie Mapelli, Daniele Falavigna, Antonio Cid, Claude Blum
2001	A	`conf`	First steps toward an adaptive spoken dialogue system in medical domain. INTERSPEECH Ivano Azzini, Daniele Falavigna, Roberto Gretter, Giordano Lanzola, Marco Orlandi
2000	A	`conf`	A mixed language model for a dialogue system over ihe telephone. INTERSPEECH Daniele Falavigna, Roberto Gretter, Marco Orlandi
2000	—	`conf`	Some Improvements on the IRST Mixed Initiative Dialogue Technology. TSD Cristina Barbero, Daniele Falavigna, Roberto Gretter, Marco Orlandi, Emanuele Pianta
1999	—	`conf`	Semantic boundaries in multiple languages. EUROSPEECH Jürgen Haas, Volker Warnke, Heinrich Niemann, Mauro Cettolo, Anna Corazza, Daniele Falavigna, Gianni Lazzari
1999	—	`conf`	Use of simulated data for robust telephone speech recognition. EUROSPEECH Tarcisio Coianiz, Daniele Falavigna, Roberto Gretter, Marco Orlandi
1998	—	`conf`	Automatic detection of semantic boundaries based on acoustic and lexical knowledge. ICSLP Mauro Cettolo, Daniele Falavigna
1998	—	`conf`	Automatic recognition of spontaneous speech dialogues. ICSLP Mauro Cettolo, Daniele Falavigna
1997	—	`conf`	Automatic diphone extraction for an Italian text-to-speech synthesis system. EUROSPEECH Bianca Angelini, Claudia Barolo, Daniele Falavigna, Maurizio Omologo, Stefano Sandri
1997	Misc	`conf`	Multilingual person to person communication at IRST. ICASSP Bianca Angelini, Mauro Cettolo, Anna Corazza, Daniele Falavigna, Gianni Lazzari
1997	—	`conf`	On field experiments of continuous digit recognition over the telephone network. EUROSPEECH Daniele Falavigna, Roberto Gretter
1995	C	`conf`	Application of Generalized Radial Basis Functions In Speaker Normalization and Identification. ISCAS Cesare Furlanello, Diego Giuliani, Edmondo Trentin, Daniele Falavigna
1995	J	`jnl`	Automatic person recognition by acoustic and geometric features. Mach. Vis. Appl. Roberto Brunelli, Daniele Falavigna, Tomaso A. Poggio, Luigi Stringa
1995	—	`conf`	Comparison of different HMM based methods for speaker verification. EUROSPEECH Daniele Falavigna
1995	J	`jnl`	Person Identification Using Multiple Cues. IEEE Trans. Pattern Anal. Mach. Intell. Roberto Brunelli, Daniele Falavigna
1994	—	`conf`	Speaker independent continuous speech recognition using an acoustic-phonetic Italian corpus. ICSLP Bianca Angelini, Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Roberto Gretter, Maurizio Omologo
1993	—	`conf`	A baseline of a speaker independent continuous speech recognizer of Italian. EUROSPEECH Bianca Angelini, Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Roberto Gretter, Maurizio Omologo
1993	—	`conf`	Automatic segmentation and labeling of English and Italian speech databases. EUROSPEECH Bianca Angelini, Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Roberto Gretter, Maurizio Omologo
1993	J	`jnl`	Automatic segmentation and labeling of speech based on Hidden Markov Models. Speech Commun. Fabio Brugnara, Daniele Falavigna, Maurizio Omologo
1992	—	`conf`	A HMM-based system for automatic segmentation and labeling of speech. ICSLP Fabio Brugnara, Daniele Falavigna, Maurizio Omologo
1991	—	`conf`	A preliminary statistical evaluation of manual and automatic segmentation discrepancies. EUROSPEECH Piero Cosi, Daniele Falavigna, Maurizio Omologo