Daniele Falavigna

Orcid: 0000-0002-4844-5071

According to our database1, Daniele Falavigna authored at least 87 papers between 1991 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters.
CoRR, 2024

2023
Direct enhancement of pre-trained speech embeddings for speech processing in noisy conditions.
Comput. Speech Lang., June, 2023

Continual Contrastive Spoken Language Understanding.
CoRR, 2023

Training dynamic models using early exits for automatic speech recognition on resource-constrained devices.
CoRR, 2023

Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding.
CoRR, 2023

Improving the Intent Classification accuracy in Noisy Environment.
CoRR, 2023

Scaling strategies for on-device low-complexity source separation with Conv-Tasnet.
CoRR, 2023

2022
Time-Domain Joint Training Strategies of Speech Enhancement and Intent Classification Neural Models.
Sensors, 2022

Exploring the Joint Use of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding.
CoRR, 2022

Enhancing Embeddings for Speech Classification in Noisy Conditions.
Proceedings of the Interspeech 2022, 2022

End-to-End Low Resource Keyword Spotting Through Character Recognition and Beam-Search Re-Scoring.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Experiments of ASR-based mispronunciation detection for children and adult English learners.
CoRR, 2021

Seed Words Based Data Selection for Language Model Adaptation.
Proceedings of the 1st Workshop on Automatic Spoken Language Translation in Real-World Settings, 2021

ETLT 2021: Shared Task on Automatic Speech Recognition for Non-Native Children's Speech.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

A Speech Enhancement Front-End for Intent Classification in Noisy Environments.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Automatically Assess Children's Reading Skills.
Proceedings of the 1st Workshop on Tools and Resources to Empower People with REAding DIfficulties, 2020

TLT-school: a Corpus of Non Native Children Speech.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Mixtures of Deep Neural Experts for Automated Speech Scoring.
Proceedings of the Interspeech 2020, 2020

Overview of the Interspeech TLT2020 Shared Task on ASR for Non-Native Children's Speech.
Proceedings of the Interspeech 2020, 2020

Speech Enhancement Using Dilated Wave-U-Net: an Experimental Analysis.
Proceedings of the 27th Conference of Open Innovations Association, 2020

2019
Automatic assessment of spoken language proficiency of non-native children.
CoRR, 2019

The FBK system for the 2019 Spoken CALL Shared Task.
Proceedings of the 8th ISCA International Workshop on Speech and Language Technology in Education, 2019

Automatic Assessment of Spoken Language Proficiency of Non-native Children.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Automatic quality estimation for ASR system combination.
Comput. Speech Lang., 2018

Non-Native Children Speech Recognition Through Transfer Learning.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

EnetCollect in Italy.
Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

2017
DNN adaptation by automatic quality estimation of ASR hypotheses.
Comput. Speech Lang., 2017

A System for Asessing Children Readings as School.
Proceedings of the 7th ISCA International Workshop on Speech and Language Technology in Education, 2017

Optimizing DNN Adaptation for Recognition of Enhanced Speech.
Proceedings of the Interspeech 2017, 2017

2016
DNN adaptation for recognition of children speech through automatic utterance selection.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

TranscRater: a Tool for Automatic Speech Recognition Quality Estimation.
Proceedings of ACL-2016 System Demonstrations, Berlin, Germany, August 7-12, 2016, 2016

2015
Multitask Learning for Adaptive Quality Estimation of Automatically Transcribed Utterances.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Stacked auto-encoder for ASR error detection and word error rate prediction.
Proceedings of the INTERSPEECH 2015, 2015

Boosted acoustic model learning and hypotheses rescoring on the CHiME-3 task.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

Driving ROVER with Segment-based ASR Quality Estimation.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014
Direct word graph rescoring using a* search and RNNLM.
Proceedings of the INTERSPEECH 2014, 2014

Quality Estimation for Automatic Speech Recognition.
Proceedings of the COLING 2014, 2014

2013
Parameter optimization for iterative confusion network decoding in weather-domain speech recognition.
Proceedings of the 10th International Workshop on Spoken Language Translation: Papers, 2013

FBK @ IWSLT 2013 - ASR tracks.
Proceedings of the 10th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2013, 2013

Phonetic and anthropometric conditioning of MSA-KST cognitive impairment characterization system.
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012
FBK@IWSLT 2012 - ASR track.
Proceedings of the 2012 International Workshop on Spoken Language Translation, 2012

Focusing language models for automatic speech recognition.
Proceedings of the 2012 International Workshop on Spoken Language Translation, 2012

Analysis of the Characteristics of Talk-show TV Programs.
Proceedings of the INTERSPEECH 2012, 2012

2011
FBK @ IWSLT 2011.
Proceedings of the 2011 International Workshop on Spoken Language Translation, 2011

NeMo: A Platform for Multilingual News Monitoring.
Proceedings of the INTERSPEECH 2011, 2011

Cheap Bootstrap of Multi-Lingual Hidden Markov Models.
Proceedings of the INTERSPEECH 2011, 2011

Redundancy Reduction in ASR of Spontaneous Speech Through Statistical Machine Translation.
Proceedings of the INTERSPEECH 2011, 2011

2010
JUMAS @ TRECVID 2010.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Evaluation of automatic transcription systems for the judicial domain.
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

An automatic transcription system of hearings in Italian courtrooms.
Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, 2010

2009
Automatic Transcription of Courtroom Recordings in the JUMAS project.
Proceedings of the 2<sup>nd</sup> International Conference on ICT Solutions for Justice, 2009

Phone-to-word decoding through statistical machine translation and complementary system combination.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

2008
Fast speech decoding through phone confusion networks.
Proceedings of the INTERSPEECH 2008, 2008

2007
Word duration modeling for word graph rescoring in LVCSR.
Proceedings of the INTERSPEECH 2007, 2007

The IRST English-Spanish translation system for european parliament speeches.
Proceedings of the INTERSPEECH 2007, 2007

2006
Design and evaluation of acoustic and language models for large scale telephone services.
Speech Commun., 2006

2005
Automated spoken dialogue system for hypertensive patient home management.
Int. J. Medical Informatics, 2005

A frame based spoken dialog system for home care.
Proceedings of the INTERSPEECH 2005, 2005

2004
On the development of telephone applications: some practical issues and evaluation.
Proceedings of the INTERSPEECH 2004, 2004

A multi-modal architecture for cellular phones.
Proceedings of the 6th International Conference on Multimodal Interfaces, 2004

2003
Automated Spoken Dialog System for Home Care and Data Acquisition from Chronic Patients.
Proceedings of the New Navigators: from Professionals to Patients, 2003

Maximum likelihood endpoint detection with time-domain features.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

On the usage of automatic voice recognition in an interactive Web based medical application.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Application of Spoken Dialogue Technology in a Medical Domain.
Proceedings of the Text, Speech and Dialogue, 5th International Conference, 2002

The C-ORAL-ROM Project. New methods for spoken language archives in a multilingual romance corpus.
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002

Acoustic and word lattice based algorithms for confidence scores.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Home Monitoring of Hypertensive Patients through Intelligent Dialog System.
Proceedings of the AMIA 2002, 2002

2001
First steps toward an adaptive spoken dialogue system in medical domain.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

2000
Some Improvements on the IRST Mixed Initiative Dialogue Technology.
Proceedings of the Text, Speech and Dialogue - Third International Workshop, 2000

A mixed language model for a dialogue system over ihe telephone.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

1999
Use of simulated data for robust telephone speech recognition.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Semantic boundaries in multiple languages.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998
Automatic detection of semantic boundaries based on acoustic and lexical knowledge.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

Automatic recognition of spontaneous speech dialogues.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

1997
On field experiments of continuous digit recognition over the telephone network.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Automatic diphone extraction for an Italian text-to-speech synthesis system.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Multilingual person to person communication at IRST.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1995
Person Identification Using Multiple Cues.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

Automatic person recognition by acoustic and geometric features.
Mach. Vis. Appl., 1995

Application of Generalized Radial Basis Functions In Speaker Normalization and Identification.
Proceedings of the 1995 IEEE International Symposium on Circuits and Systems, ISCAS 1995, Seattle, Washington, USA, April 30, 1995

Comparison of different HMM based methods for speaker verification.
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

1994
Speaker independent continuous speech recognition using an acoustic-phonetic Italian corpus.
Proceedings of the 3rd International Conference on Spoken Language Processing, 1994

1993
Automatic segmentation and labeling of speech based on Hidden Markov Models.
Speech Commun., 1993

A baseline of a speaker independent continuous speech recognizer of Italian.
Proceedings of the Third European Conference on Speech Communication and Technology, 1993

Automatic segmentation and labeling of English and Italian speech databases.
Proceedings of the Third European Conference on Speech Communication and Technology, 1993

1992
A HMM-based system for automatic segmentation and labeling of speech.
Proceedings of the Second International Conference on Spoken Language Processing, 1992

1991
A preliminary statistical evaluation of manual and automatic segmentation discrepancies.
Proceedings of the Second European Conference on Speech Communication and Technology, 1991


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