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Daniele Falavigna
Daniele Giuseppe Falavigna – Giuseppe Daniele Falavigna
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2020 – today
- 2024
- [c75]Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj:
Continual Contrastive Spoken Language Understanding. ACL (Findings) 2024: 3727-3741 - [c74]Abdul Hannan, Alessio Brutti, Daniele Falavigna:
LDASR: An Experimental Study on Layer Drop Using Conformer-Based Architecture. EUSIPCO 2024: 151-155 - [c73]George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj, Lucas Ondel Yang, Daniele Falavigna, Mohamed Nabih Ali, Alessio Brutti:
Training Early-Exit Architectures for Automatic Speech Recognition: Fine-Tuning Pre-Trained Models or Training from Scratch. ICASSP Workshops 2024: 685-689 - [c72]Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti, Mirco Ravanelli:
Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers. MLSP 2024: 1-6 - [i17]Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti:
Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters. CoRR abs/2402.00828 (2024) - [i16]Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna:
Federating Dynamic Models using Early-Exit Architectures for Automatic Speech Recognition on Heterogeneous Clients. CoRR abs/2405.17376 (2024) - [i15]Umberto Cappellazzo, Minsu Kim, Honglie Chen, Pingchuan Ma, Stavros Petridis, Daniele Falavigna, Alessio Brutti, Maja Pantic:
Large Language Models Are Strong Audio-Visual Speech Recognition Learners. CoRR abs/2409.12319 (2024) - 2023
- [j9]Mohamed Nabih Ali
, Alessio Brutti
Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions. Comput. Speech Lang. 81: 101501 (2023) - [c71]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: 735-739 - [c70]Umberto Cappellazzo
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. INTERSPEECH 2023: 2953-2957 - [i14]Mohamed Nabih Ali, Francesco Paissan, Daniele Falavigna, Alessio Brutti:
Scaling strategies for on-device low-complexity source separation with Conv-Tasnet. CoRR abs/2303.03005 (2023) - [i13]Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna:
Improving the Intent Classification accuracy in Noisy Environment. CoRR abs/2303.06585 (2023) - [i12]Umberto Cappellazzo, Muqiao Yang, Daniele Falavigna, Alessio Brutti:
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding. CoRR abs/2305.13899 (2023) - [i11]George August Wright, Umberto Cappellazzo, Salah Zaiem, Desh Raj
Training dynamic models using early exits for automatic speech recognition on resource-constrained devices. CoRR abs/2309.09546 (2023) - [i10]Umberto Cappellazzo, Enrico Fini, Muqiao Yang, Daniele Falavigna, Alessio Brutti, Bhiksha Raj:
Continual Contrastive Spoken Language Understanding. CoRR abs/2310.02699 (2023) - 2022
- [j8]Mohamed Nabih Ali
Time-Domain Joint Training Strategies of Speech Enhancement and Intent Classification Neural Models. Sensors 22(1): 374 (2022) - [c69]Ephrem Tibebe Mekonnen, Alessio Brutti, Daniele Falavigna:
End-to-End Low Resource Keyword Spotting Through Character Recognition and Beam-Search Re-Scoring. ICASSP 2022: 8182-8186 - [c68]Mohamed Nabih Ali
Enhancing Embeddings for Speech Classification in Noisy Conditions. INTERSPEECH 2022: 2933-2937 - [i9]Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti:
Exploring the Joint Use of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding. CoRR abs/2211.08161 (2022) - 2021
- [c67]Mohamed Nabih Ali
A Speech Enhancement Front-End for Intent Classification in Noisy Environments. EUSIPCO 2021: 471-475 - [c66]Roberto Gretter, Marco Matassoni, Daniele Falavigna, A. Misra, Chee Wee Leong, Kate M. Knill, Linlin Wang:
ETLT 2021: Shared Task on Automatic Speech Recognition for Non-Native Children's Speech. Interspeech 2021: 3845-3849 - [c65]Roberto Gretter, Marco Matassoni, Daniele Falavigna:
Seed Words Based Data Selection for Language Model Adaptation. ASLTRW@MTSummit 2021: 1-12 - [i8]Nina Hosseini-Kivanani, Roberto Gretter, Marco Matassoni, Giuseppe Daniele Falavigna:
Experiments of ASR-based mispronunciation detection for children and adult English learners. CoRR abs/2104.05980 (2021) - [i7]Sara Papi, Edmondo Trentin, Roberto Gretter, Marco Matassoni, Daniele Falavigna:
Mixtures of Deep Neural Experts for Automated Speech Scoring. CoRR abs/2106.12475 (2021) - [i6]Roberto Gretter, Marco Matassoni, Daniele Falavigna:
Seed Words Based Data Selection for Language Model Adaptation. CoRR abs/2107.09433 (2021) - 2020
- [c64]Mohamed Nabih Ali, Alessio Brutti, Daniele Falavigna:
Speech Enhancement Using Dilated Wave-U-Net: an Experimental Analysis. FRUCT 2020: 3-9 - [c63]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: 245-249 - [c62]Sara Papi
Mixtures of Deep Neural Experts for Automated Speech Scoring. INTERSPEECH 2020: 3845-3849 - [c61]Ornella Mich, Nadia Mana, Roberto Gretter, Marco Matassoni, Daniele Falavigna:
Automatically Assess Children's Reading Skills. READI@LREC 2020: 20-26 - [c60]Roberto Gretter, Marco Matassoni, Stefano Bannò, Daniele Falavigna:
TLT-school: a Corpus of Non Native Children Speech. LREC 2020: 378-385 - [i5]Roberto Gretter, Marco Matassoni, Stefano Bannò, Daniele Falavigna:
TLT-school: a Corpus of Non Native Children Speech. CoRR abs/2001.08051 (2020)
2010 – 2019
- 2019
- [c59]Roberto Gretter, Marco Matassoni, Katharina Allgaier, Svetlana Tchistiakova, Daniele Falavigna:
Automatic Assessment of Spoken Language Proficiency of Non-native Children. ICASSP 2019: 7435-7439 - [c58]Roberto Gretter, Marco Matassoni, Daniele Falavigna:
The FBK system for the 2019 Spoken CALL Shared Task. SLaTE 2019: 6-10 - [i4]Roberto Gretter, Katharina Allgaier, Svetlana Tchistiakova, Daniele Falavigna:
Automatic assessment of spoken language proficiency of non-native children. CoRR abs/1903.06409 (2019) - 2018
- [j7]Shahab Jalalvand, Matteo Negri
Automatic quality estimation for ASR system combination. Comput. Speech Lang. 47: 214-239 (2018) - [c57]Lionel Nicolas, Verena Lyding, Luisa Bentivogli, Federico Sangati, Johanna Monti, Irene Russo, Roberto Gretter, Daniele Falavigna:
EnetCollect in Italy. CLiC-it 2018 - [c56]Marco Matassoni, Roberto Gretter, Daniele Falavigna, Diego Giuliani:
Non-Native Children Speech Recognition Through Transfer Learning. ICASSP 2018: 6229-6233 - [i3]Marco Matassoni, Roberto Gretter, Daniele Falavigna, Diego Giuliani:
Non-native children speech recognition through transfer learning. CoRR abs/1809.09658 (2018) - 2017
- [j6]Daniele Falavigna, Marco Matassoni, Shahab Jalalvand, Matteo Negri
DNN adaptation by automatic quality estimation of ASR hypotheses. Comput. Speech Lang. 46: 585-604 (2017) - [c55]Marco Matassoni, Alessio Brutti, Daniele Falavigna:
Optimizing DNN Adaptation for Recognition of Enhanced Speech. INTERSPEECH 2017: 724-728 - [c54]Stefano Artuso, Luca Cristoforetti, Daniele Falavigna, Roberto Gretter, Nadia Mana, Gianluca Schiavo:
A System for Asessing Children Readings as School. SLaTE 2017: 115-120 - [i2]Daniele Falavigna, Marco Matassoni, Shahab Jalalvand, Matteo Negri, Marco Turchi:
DNN adaptation by automatic quality estimation of ASR hypotheses. CoRR abs/1702.01714 (2017) - [i1]Shahab Jalalvand, Matteo Negri, Daniele Falavigna, Marco Matassoni, Marco Turchi:
Automatic Quality Estimation for ASR System Combination. CoRR abs/1706.07238 (2017) - 2016
- [c53]Shahab Jalalvand, Matteo Negri
TranscRater: a Tool for Automatic Speech Recognition Quality Estimation. ACL (System Demonstrations) 2016: 43-48 - [c52]Marco Matassoni, Daniele Falavigna, Diego Giuliani:
DNN adaptation for recognition of children speech through automatic utterance selection. SLT 2016: 644-651 - 2015
- [c51]Shahab Jalalvand, Matteo Negri, Daniele Falavigna, Marco Turchi:
Driving ROVER with Segment-based ASR Quality Estimation. ACL (1) 2015: 1095-1105 - [c50]Shahab Jalalvand, Daniele Falavigna, Marco Matassoni, Piergiorgio Svaizer
Boosted acoustic model learning and hypotheses rescoring on the CHiME-3 task. ASRU 2015: 409-415 - [c49]Shahab Jalalvand, Daniele Falavigna:
Stacked auto-encoder for ASR error detection and word error rate prediction. INTERSPEECH 2015: 2142-2146 - [c48]José G. C. de Souza
Multitask Learning for Adaptive Quality Estimation of Automatically Transcribed Utterances. HLT-NAACL 2015: 714-724 - 2014
- [c47]Matteo Negri, Marco Turchi, José G. C. de Souza
Quality Estimation for Automatic Speech Recognition. COLING 2014: 1813-1823 - [c46]Shahab Jalalvand, Daniele Falavigna:
Direct word graph rescoring using a* search and RNNLM. INTERSPEECH 2014: 2630-2634 - 2013
- [c45]Alexei V. Ivanov, Shahab Jalalvand, Roberto Gretter, Daniele Falavigna:
Phonetic and anthropometric conditioning of MSA-KST cognitive impairment characterization system. ASRU 2013: 228-233 - [c44]Daniele Falavigna, Roberto Gretter, Fabio Brugnara, Diego Giuliani:
FBK @ IWSLT 2013 - ASR tracks. IWSLT (Evaluation Campaign) 2013 - [c43]Shahab Jalalvand, Daniele Falavigna:
Parameter optimization for iterative confusion network decoding in weather-domain speech recognition. IWSLT 2013 - 2012
- [c42]Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Roberto Gretter:
Analysis of the Characteristics of Talk-show TV Programs. INTERSPEECH 2012: 1388-1391 - [c41]Daniele Falavigna, Roberto Gretter, Fabio Brugnara, Diego Giuliani:
FBK@IWSLT 2012 - ASR track. IWSLT 2012: 81-86 - [c40]Daniele Falavigna, Roberto Gretter:
Focusing language models for automatic speech recognition. IWSLT 2012: 171-178 - 2011
- [c39]Daniele Falavigna:
Redundancy Reduction in ASR of Spontaneous Speech Through Statistical Machine Translation. INTERSPEECH 2011: 1417-1420 - [c38]Christian Girardi, Roberto Gretter, Daniele Falavigna, Fabio Brugnara, Diego Giuliani, Marcello Federico:
NeMo: A Platform for Multilingual News Monitoring. INTERSPEECH 2011: 2261-2264 - [c37]Daniele Falavigna, Roberto Gretter:
Cheap Bootstrap of Multi-Lingual Hidden Markov Models. INTERSPEECH 2011: 2325-2328 - [c36]Nick Ruiz, Arianna Bisazza, Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Suhel Jaber, Roberto Gretter, Marcello Federico:
FBK @ IWSLT 2011. IWSLT 2011: 86-93 - 2010
- [c35]Daniele Falavigna, Matteo Gerosa
An automatic transcription system of hearings in Italian courtrooms. MiFor@MM 2010: 99-104 - [c34]Jonas Lööf, Daniele Falavigna, Ralf Schlüter
Evaluation of automatic transcription systems for the judicial domain. SLT 2010: 206-211 - [c33]Bálint Daróczy, Dávid Márk Nemeskey, Róbert Pethes, István Petrás, András A. Benczúr, Daniele Falavigna, Roberto Gretter:
JUMAS @ TRECVID 2010. TRECVID 2010
2000 – 2009
- 2009
- [c32]Daniele Falavigna, Matteo Gerosa
Phone-to-word decoding through statistical machine translation and complementary system combination. ASRU 2009: 519-524 - [c31]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: 65-72 - 2008
- [c30]Nicola Bertoldi, Marcello Federico, Daniele Falavigna, Matteo Gerosa:
Fast speech decoding through phone confusion networks. INTERSPEECH 2008: 2094-2097 - 2007
- [c29]Dino Seppi, Daniele Falavigna, Georg Stemmer, Roberto Gretter:
Word duration modeling for word graph rescoring in LVCSR. INTERSPEECH 2007: 1805-1808 - [c28]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: 2833-2836 - 2006
- [j5]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): 176-190 (2006) - 2005
- [j4]Toni Giorgino, Ivano Azzini, Carla Rognoni
Automated spoken dialogue system for hypertensive patient home management. Int. J. Medical Informatics 74(2-4): 159-167 (2005) - [c27]Daniele Falavigna, Toni Giorgino, Roberto Gretter:
A frame based spoken dialog system for home care. INTERSPEECH 2005: 201-204 - 2004
- [c26]Luca Nardelli, Marco Orlandi, Daniele Falavigna:
A multi-modal architecture for cellular phones. ICMI 2004: 323-324 - [c25]Andrea Facco, Daniele Falavigna, Roberto Gretter, Marcello Viganò:
On the development of telephone applications: some practical issues and evaluation. INTERSPEECH 2004: 2625-2628 - 2003
- [c24]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: 289-292 - [c23]Marco Orlandi, Alfiero Santarelli, Daniele Falavigna:
Maximum likelihood endpoint detection with time-domain features. INTERSPEECH 2003: 1757-1760 - [c22]Ivano Azzini, Daniele Falavigna, Toni Giorgino, Roberto Gretter, Silvana Quaglini, Carla Rognoni
Automated Spoken Dialog System for Home Care and Data Acquisition from Chronic Patients. MIE 2003: 146-151 - 2002
- [c21]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 - [c20]Daniele Falavigna, Roberto Gretter, Giuseppe Riccardi:
Acoustic and word lattice based algorithms for confidence scores. INTERSPEECH 2002: 1621-1624 - [c19]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 - [c18]Ivano Azzini, Toni Giorgino, Daniele Falavigna, Roberto Gretter:
Application of Spoken Dialogue Technology in a Medical Domain. TSD 2002: 449-452 - 2001
- [c17]Ivano Azzini, Daniele Falavigna, Roberto Gretter, Giordano Lanzola, Marco Orlandi:
First steps toward an adaptive spoken dialogue system in medical domain. INTERSPEECH 2001: 1327-1330 - 2000
- [c16]Daniele Falavigna, Roberto Gretter, Marco Orlandi:
A mixed language model for a dialogue system over ihe telephone. INTERSPEECH 2000: 585-588 - [c15]Cristina Barbero, Daniele Falavigna, Roberto Gretter, Marco Orlandi, Emanuele Pianta:
Some Improvements on the IRST Mixed Initiative Dialogue Technology. TSD 2000: 351-356
1990 – 1999
- 1999
- [c14]Jürgen Haas, Volker Warnke, Heinrich Niemann, Mauro Cettolo, Anna Corazza, Daniele Falavigna, Gianni Lazzari:
Semantic boundaries in multiple languages. EUROSPEECH 1999: 535-538 - [c13]Tarcisio Coianiz, Daniele Falavigna, Roberto Gretter, Marco Orlandi:
Use of simulated data for robust telephone speech recognition. EUROSPEECH 1999: 2825-2828 - 1998
- [c12]Mauro Cettolo, Daniele Falavigna:
Automatic recognition of spontaneous speech dialogues. ICSLP 1998 - [c11]Mauro Cettolo, Daniele Falavigna:
Automatic detection of semantic boundaries based on acoustic and lexical knowledge. ICSLP 1998 - 1997
- [c10]Bianca Angelini, Mauro Cettolo, Anna Corazza, Daniele Falavigna, Gianni Lazzari:
Multilingual person to person communication at IRST. ICASSP 1997: 91-94 - [c9]Bianca Angelini, Claudia Barolo, Daniele Falavigna, Maurizio Omologo, Stefano Sandri:
Automatic diphone extraction for an Italian text-to-speech synthesis system. EUROSPEECH 1997: 581-584 - [c8]Daniele Falavigna, Roberto Gretter:
On field experiments of continuous digit recognition over the telephone network. EUROSPEECH 1997: 1827-1830 - 1995
- [j3]Roberto Brunelli, Daniele Falavigna, Tomaso A. Poggio, Luigi Stringa:
Automatic person recognition by acoustic and geometric features. Mach. Vis. Appl. 8(5): 317-325 (1995) - [j2]Roberto Brunelli, Daniele Falavigna:
Person Identification Using Multiple Cues. IEEE Trans. Pattern Anal. Mach. Intell. 17(10): 955-966 (1995) - [c7]Daniele Falavigna:
Comparison of different HMM based methods for speaker verification. EUROSPEECH 1995: 371-374 - [c6]Cesare Furlanello, Diego Giuliani, Edmondo Trentin, Daniele Falavigna:
Application of Generalized Radial Basis Functions In Speaker Normalization and Identification. ISCAS 1995: 1704-1707 - 1994
- [c5]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: 1391-1394 - 1993
- [j1]Fabio Brugnara, Daniele Falavigna, Maurizio Omologo
Automatic segmentation and labeling of speech based on Hidden Markov Models. Speech Commun. 12(4): 357-370 (1993) - [c4]Bianca Angelini, Fabio Brugnara, Daniele Falavigna, Diego Giuliani, Roberto Gretter, Maurizio Omologo:
Automatic segmentation and labeling of English and Italian speech databases. EUROSPEECH 1993: 653-656 - [c3]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: 847-850 - 1992
- [c2]Fabio Brugnara, Daniele Falavigna, Maurizio Omologo:
A HMM-based system for automatic segmentation and labeling of speech. ICSLP 1992: 803-806 - 1991
- [c1]Piero Cosi, Daniele Falavigna, Maurizio Omologo:
A preliminary statistical evaluation of manual and automatic segmentation discrepancies. EUROSPEECH 1991: 693-696
Coauthor Index
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