Daniele Falavigna

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 40

Top Topics

Speech Recognition

Spoken Language

Quality Estimation

Top Venues

Comput. Speech Lang.

Publications

Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
Federating Dynamic Models using Early-Exit Architectures for Automatic Speech Recognition on Heterogeneous Clients. CoRR (2024)
Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti
Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters. CoRR (2024)
Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj
Continual Contrastive Spoken Language Understanding. ACL (Findings) (2024)
Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti
An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding. INTERSPEECH (2023)
Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
Improving the Intent Classification accuracy in Noisy Environment. CoRR (2023)
George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Alessio Brutti
Training dynamic models using early exits for automatic speech recognition on resource-constrained devices. CoRR (2023)
Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj
Continual Contrastive Spoken Language Understanding. CoRR (2023)
Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions. Comput. Speech Lang. 81 (2023)
Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. CoRR (2023)
Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. INTERSPEECH (2023)
Mohamed Nabih Ali, Francesco Paissan, Daniele Falavigna, Alessio Brutti
Scaling strategies for on-device low-complexity source separation with Conv-Tasnet. CoRR (2023)
Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
Enhancing Embeddings for Speech Classification in Noisy Conditions. INTERSPEECH (2022)
Ephrem Tibebe Mekonnen, Alessio Brutti, Daniele Falavigna
End-to-End Low Resource Keyword Spotting Through Character Recognition and Beam-Search Re-Scoring. ICASSP (2022)
Mohamed Nabih Ali, Daniele Falavigna, Alessio Brutti
Time-Domain Joint Training Strategies of Speech Enhancement and Intent Classification Neural Models. Sensors 22 (1) (2022)
Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti
Exploring the Joint Use of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding. CoRR (2022)
Roberto Gretter, Marco Matassoni, Daniele Falavigna, A. Misra, Chee Wee Leong, K. Knill, L. Wang
ETLT 2021: Shared Task on Automatic Speech Recognition for Non-Native Children's Speech. Interspeech (2021)
Sara Papi, Edmondo Trentin, Roberto Gretter, Marco Matassoni, Daniele Falavigna
Mixtures of Deep Neural Experts for Automated Speech Scoring. CoRR (2021)
Mohamed Nabih Ali, Veronica Juliana Schmalz, Alessio Brutti, Daniele Falavigna
A Speech Enhancement Front-End for Intent Classification in Noisy Environments. EUSIPCO (2021)
Roberto Gretter, Marco Matassoni, Daniele Falavigna
Seed Words Based Data Selection for Language Model Adaptation. CoRR (2021)
Roberto Gretter, Marco Matassoni, Daniele Falavigna
Seed Words Based Data Selection for Language Model Adaptation. ASLTRW@MTSummit (2021)
Roberto Gretter, Marco Matassoni, Daniele Falavigna, Keelan Evanini, Chee Wee Leong
Overview of the Interspeech TLT2020 Shared Task on ASR for Non-Native Children's Speech. INTERSPEECH (2020)
Ornella Mich, Nadia Mana, Roberto Gretter, Marco Matassoni, Daniele Falavigna
Automatically Assess Children's Reading Skills. READI@LREC (2020)
Roberto Gretter, Marco Matassoni, Stefano Bannò, Daniele Falavigna
TLT-school: a Corpus of Non Native Children Speech. CoRR (2020)
Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna
Speech Enhancement Using Dilated Wave-U-Net: an Experimental Analysis. FRUCT (2020)
Sara Papi, Edmondo Trentin, Roberto Gretter, Marco Matassoni, Daniele Falavigna
Mixtures of Deep Neural Experts for Automated Speech Scoring. INTERSPEECH (2020)
Roberto Gretter, Marco Matassoni, Stefano Bannò, Daniele Falavigna
TLT-school: a Corpus of Non Native Children Speech. LREC (2020)
Roberto Gretter, Marco Matassoni, Daniele Falavigna
The FBK system for the 2019 Spoken CALL Shared Task. SLaTE (2019)
Roberto Gretter, Katharina Allgaier, Svetlana Tchistiakova, Daniele Falavigna
Automatic assessment of spoken language proficiency of non-native children. CoRR (2019)
Roberto Gretter, Marco Matassoni, Katharina Allgaier, Svetlana Tchistiakova, Daniele Falavigna
Automatic Assessment of Spoken Language Proficiency of Non-native Children. ICASSP (2019)
Marco Matassoni, Roberto Gretter, Daniele Falavigna, Diego Giuliani
Non-native children speech recognition through transfer learning. CoRR (2018)
Lionel Nicolas, Verena Lyding, Luisa Bentivogli, Federico Sangati, Johanna Monti, Irene Russo, Roberto Gretter, Daniele Falavigna
EnetCollect in Italy. CLiC-it (2018)
Marco Matassoni, Roberto Gretter, Daniele Falavigna, Diego Giuliani
Non-Native Children Speech Recognition Through Transfer Learning. ICASSP (2018)
Shahab Jalalvand, Matteo Negri, Daniele Falavigna, Marco Matassoni, Marco Turchi
Automatic quality estimation for ASR system combination. Comput. Speech Lang. 47 (2018)
Shahab Jalalvand, Matteo Negri, Daniele Falavigna, Marco Matassoni, Marco Turchi
Automatic Quality Estimation for ASR System Combination. CoRR (2017)
Daniele Falavigna, Marco Matassoni, Shahab Jalalvand, Matteo Negri, Marco Turchi
DNN adaptation by automatic quality estimation of ASR hypotheses. CoRR (2017)
Daniele Falavigna, Marco Matassoni, Shahab Jalalvand, Matteo Negri, Marco Turchi
DNN adaptation by automatic quality estimation of ASR hypotheses. Comput. Speech Lang. 46 (2017)
Marco Matassoni, Alessio Brutti, Daniele Falavigna
Optimizing DNN Adaptation for Recognition of Enhanced Speech. INTERSPEECH (2017)
Stefano Artuso, Luca Cristoforetti, Daniele Falavigna, Roberto Gretter, Nadia Mana, Gianluca Schiavo
A System for Asessing Children Readings as School. SLaTE (2017)
Shahab Jalalvand, Matteo Negri, Marco Turchi, José G. C. de Souza, Daniele Falavigna, Mohammed R. H. Qwaider
TranscRater: a Tool for Automatic Speech Recognition Quality Estimation. ACL (System Demonstrations) (2016)
Marco Matassoni, Daniele Falavigna, Diego Giuliani
DNN adaptation for recognition of children speech through automatic utterance selection. SLT (2016)
José G. C. de Souza, Hamed Zamani, Matteo Negri, Marco Turchi, Daniele Falavigna
Multitask Learning for Adaptive Quality Estimation of Automatically Transcribed Utterances. HLT-NAACL (2015)
Shahab Jalalvand, Matteo Negri, Daniele Falavigna, Marco Turchi
Driving ROVER with Segment-based ASR Quality Estimation. ACL (1) (2015)
Shahab Jalalvand, Daniele Falavigna
Stacked auto-encoder for ASR error detection and word error rate prediction. INTERSPEECH (2015)
Shahab Jalalvand, Daniele Falavigna, Marco Matassoni, Piergiorgio Svaizer, Maurizio Omologo
Boosted acoustic model learning and hypotheses rescoring on the CHiME-3 task. ASRU (2015)
Shahab Jalalvand, Daniele Falavigna
Direct word graph rescoring using a* search and RNNLM. INTERSPEECH (2014)
Matteo Negri, Marco Turchi, José G. C. de Souza, Daniele Falavigna
Quality Estimation for Automatic Speech Recognition. COLING (2014)
Shahab Jalalvand, Daniele Falavigna
Parameter optimization for iterative confusion network decoding in weather-domain speech recognition. IWSLT (2013)
Alexei V. Ivanov, Shahab Jalalvand, Roberto Gretter, Daniele Falavigna
Phonetic and anthropometric conditioning of MSA-KST cognitive impairment characterization system. ASRU (2013)
Daniele Falavigna, Roberto Gretter, Fabio Brugnara, Diego Giuliani
FBK @ IWSLT 2013 - ASR tracks. IWSLT (Evaluation Campaign) (2013)
Daniele Falavigna, Roberto Gretter
Focusing language models for automatic speech recognition. IWSLT (2012)
Daniele Falavigna, Roberto Gretter, Fabio Brugnara, Diego Giuliani
FBK@IWSLT 2012 - ASR track. IWSLT (2012)
Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Roberto Gretter
Analysis of the Characteristics of Talk-show TV Programs. INTERSPEECH (2012)
Nick Ruiz, Arianna Bisazza, Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Suhel Jaber, Roberto Gretter, Marcello Federico
FBK @ IWSLT 2011. IWSLT (2011)
Christian Girardi, Roberto Gretter, Daniele Falavigna, Fabio Brugnara, Diego Giuliani, Marcello Federico
NeMo: A Platform for Multilingual News Monitoring. INTERSPEECH (2011)
Daniele Falavigna, Roberto Gretter
Cheap Bootstrap of Multi-Lingual Hidden Markov Models. INTERSPEECH (2011)
Daniele Falavigna
Redundancy Reduction in ASR of Spontaneous Speech Through Statistical Machine Translation. INTERSPEECH (2011)
Daniele Falavigna, Matteo Gerosa, Diego Giuliani, Roberto Gretter
An automatic transcription system of hearings in Italian courtrooms. MiFor@MM (2010)
Jonas Lööf, Daniele Falavigna, Ralf Schlüter, Diego Giuliani, Roberto Gretter, Hermann Ney
Evaluation of automatic transcription systems for the judicial domain. SLT (2010)
Bálint Daróczy, Dávid Márk Nemeskey, Róbert Pethes, István Petrás, András A. Benczúr, Daniele Falavigna, Roberto Gretter
JUMAS @ TRECVID 2010. TRECVID (2010)
Daniele Falavigna, Diego Giuliani, Roberto Gretter, Jonas Lööf, Christian Gollan, Ralf Schlüter, Hermann Ney
Automatic Transcription of Courtroom Recordings in the JUMAS project. ICT4Justice (2009)
Daniele Falavigna, Matteo Gerosa, Roberto Gretter, Diego Giuliani
Phone-to-word decoding through statistical machine translation and complementary system combination. ASRU (2009)
Nicola Bertoldi, Marcello Federico, Daniele Falavigna, Matteo Gerosa
Fast speech decoding through phone confusion networks. INTERSPEECH (2008)
Daniele Falavigna, Nicola Bertoldi, Fabio Brugnara, Roldano Cattoni, Mauro Cettolo, Boxing Chen, Marcello Federico, Diego Giuliani, Roberto Gretter, Deepa Gupta, Dino Seppi
The IRST English-Spanish translation system for european parliament speeches. INTERSPEECH (2007)
Dino Seppi, Daniele Falavigna, Georg Stemmer, Roberto Gretter
Word duration modeling for word graph rescoring in LVCSR. INTERSPEECH (2007)
Andrea Facco, Daniele Falavigna, Roberto Gretter, Marcello Viganò
Design and evaluation of acoustic and language models for large scale telephone services. Speech Commun. 48 (2) (2006)
Daniele Falavigna, Toni Giorgino, Roberto Gretter
A frame based spoken dialog system for home care. INTERSPEECH (2005)
Toni Giorgino, Ivano Azzini, Carla Rognoni, Silvana Quaglini, Mario Stefanelli, Roberto Gretter, Daniele Falavigna
Automated spoken dialogue system for hypertensive patient home management. Int. J. Medical Informatics 74 (2-4) (2005)
Andrea Facco, Daniele Falavigna, Roberto Gretter, Marcello Viganò
On the development of telephone applications: some practical issues and evaluation. INTERSPEECH (2004)
Luca Nardelli, Marco Orlandi, Daniele Falavigna
A multi-modal architecture for cellular phones. ICMI (2004)
Ivano Azzini, Daniele Falavigna, Toni Giorgino, Roberto Gretter, Silvana Quaglini, Carla Rognoni, Mario Stefanelli
Automated Spoken Dialog System for Home Care and Data Acquisition from Chronic Patients. MIE (2003)
Marco Orlandi, Alfiero Santarelli, Daniele Falavigna
Maximum likelihood endpoint detection with time-domain features. INTERSPEECH (2003)
Claudio Eccher, Lorenzo Eccher, Daniele Falavigna, Luca Nardelli, Marco Orlandi, Andrea Sboner
On the usage of automatic voice recognition in an interactive Web based medical application. ICASSP (2) (2003)
Daniele Falavigna, Roberto Gretter, Giuseppe Riccardi
Acoustic and word lattice based algorithms for confidence scores. INTERSPEECH (2002)
Ivano Azzini, Daniele Falavigna, Toni Giorgino, Roberto Gretter, Silvana Quaglini, Carla Rognoni, Mario Stefanelli
Home Monitoring of Hypertensive Patients through Intelligent Dialog System. AMIA (2002)
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
The C-ORAL-ROM Project. New methods for spoken language archives in a multilingual romance corpus. LREC (2002)
Ivano Azzini, Toni Giorgino, Daniele Falavigna, Roberto Gretter
Application of Spoken Dialogue Technology in a Medical Domain. TSD (2002)
Ivano Azzini, Daniele Falavigna, Roberto Gretter, Giordano Lanzola, Marco Orlandi
First steps toward an adaptive spoken dialogue system in medical domain. INTERSPEECH (2001)
Cristina Barbero, Daniele Falavigna, Roberto Gretter, Marco Orlandi, Emanuele Pianta
Some Improvements on the IRST Mixed Initiative Dialogue Technology. TSD (2000)
Daniele Falavigna, Roberto Gretter, Marco Orlandi
A mixed language model for a dialogue system over ihe telephone. INTERSPEECH (2000)
Jürgen Haas, Volker Warnke, Heinrich Niemann, Mauro Cettolo, Anna Corazza, Daniele Falavigna, Gianni Lazzari
Semantic boundaries in multiple languages. EUROSPEECH (1999)
Tarcisio Coianiz, Daniele Falavigna, Roberto Gretter, Marco Orlandi
Use of simulated data for robust telephone speech recognition. EUROSPEECH (1999)
Mauro Cettolo, Daniele Falavigna
Automatic detection of semantic boundaries based on acoustic and lexical knowledge. ICSLP (1998)
Mauro Cettolo, Daniele Falavigna
Automatic recognition of spontaneous speech dialogues. ICSLP (1998)
Bianca Angelini, Mauro Cettolo, Anna Corazza, Daniele Falavigna, Gianni Lazzari
Multilingual person to person communication at IRST. ICASSP (1997)
Daniele Falavigna, Roberto Gretter
On field experiments of continuous digit recognition over the telephone network. EUROSPEECH (1997)
Bianca Angelini, Claudia Barolo, Daniele Falavigna, Maurizio Omologo, Stefano Sandri
Automatic diphone extraction for an Italian text-to-speech synthesis system. EUROSPEECH (1997)
Daniele Falavigna
Comparison of different HMM based methods for speaker verification. EUROSPEECH (1995)
Cesare Furlanello, Diego Giuliani, Edmondo Trentin, Daniele Falavigna
Application of Generalized Radial Basis Functions In Speaker Normalization and Identification. ISCAS (1995)
Roberto Brunelli, Daniele Falavigna, Tomaso A. Poggio, Luigi Stringa
Automatic person recognition by acoustic and geometric features. Mach. Vis. Appl. 8 (5) (1995)
Roberto Brunelli, Daniele Falavigna
Person Identification Using Multiple Cues. IEEE Trans. Pattern Anal. Mach. Intell. 17 (10) (1995)
Bianca Angelini, Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Roberto Gretter, Maurizio Omologo
Speaker independent continuous speech recognition using an acoustic-phonetic Italian corpus. ICSLP (1994)
Bianca Angelini, Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Roberto Gretter, Maurizio Omologo
A baseline of a speaker independent continuous speech recognizer of Italian. EUROSPEECH (1993)
Fabio Brugnara, Daniele Falavigna, Maurizio Omologo
Automatic segmentation and labeling of speech based on Hidden Markov Models. Speech Commun. 12 (4) (1993)
Bianca Angelini, Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Roberto Gretter, Maurizio Omologo
Automatic segmentation and labeling of English and Italian speech databases. EUROSPEECH (1993)
Fabio Brugnara, Daniele Falavigna, Maurizio Omologo
A HMM-based system for automatic segmentation and labeling of speech. ICSLP (1992)
Piero Cosi, Daniele Falavigna, Maurizio Omologo
A preliminary statistical evaluation of manual and automatic segmentation discrepancies. EUROSPEECH (1991)