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Maurizio Omologo

Maurizio Omologo

D-Index & Metrics

Computer Science

D-Index
35
Citations
5592
World Ranking
11652
National Ranking
386

Overview

Maurizio Omologo is affiliated with Fondazione Bruno Kessler in Italy and has contributed extensively to research in computer science, with a focus on artificial intelligence and signal processing. Their work spans several interconnected fields such as speech recognition and synthesis, music and audio processing, and natural language processing techniques.

The scientist's publication record includes 26 works in computer science, of which 16 belong to artificial intelligence, 9 to signal processing, and contributions also extend to computer vision and pattern recognition as well as biomedical engineering.

Their main research topics cover:

  • Speech Recognition and Synthesis
  • Music and Audio Processing
  • Topic Modeling
  • Speech and Audio Processing
  • Speech and Dialogue Systems
  • Natural Language Processing Techniques
  • Video Surveillance and Tracking Methods

Key recent papers authored or co-authored by Maurizio Omologo include:

  • Context-Aware Transformer Transducer for Speech Recognition, 2021, 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
  • Audio-Visual Tracking of Concurrent Speakers, 2021, IEEE Transactions on Multimedia
  • Overlapped Speech Detection and Speaker Counting using Distant Microphone Arrays, 2021, Computer Speech & Language
  • Caching Networks: Capitalizing on Common Speech for ASR, 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  • A Neural Prosody Encoder for End-to-End Dialogue Act Classification, 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

The frequent collaborators of Maurizio Omologo include:

  • Martin Radfar
  • Athanasios Mouchtaris
  • Feng-Ju Chang
  • Ariya Rastrow
  • Siegfried Kunzmann

Common venues for their publications reflect their active involvement in key conferences and journals, such as:

  • arXiv (Cornell University)
  • ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  • 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
  • IEEE Transactions on Multimedia
  • Computer Speech & Language

Best Publications

  • Acoustic event localization using a crosspower-spectrum phase based technique

    M. Omologo;P. Svaizer

  • Light Gated Recurrent Units for Speech Recognition

    Mirco Ravanelli;Philemon Brakel;Maurizio Omologo;Yoshua Bengio

  • Use of the crosspower-spectrum phase in acoustic event location

    M. Omologo;P. Svaizer

  • Automatic segmentation and labeling of speech based on Hidden Markov Models

    F. Brugnara;D. Falavigna;M. Omologo

  • Acoustic source location in noisy and reverberant environment using CSP analysis

    M. Omologo;P. Svaizer

  • CLEAR evaluation of acoustic event detection and classification systems

    Andrey Temko;Robert Malkin;Christian Zieger;Dušan Macho

  • Microphone array based speech recognition with different talker-array positions

    M. Omologo;M. Matassoni;P. Svaizer;D. Giuliani

  • Acoustic source location in a three-dimensional space using crosspower spectrum phase

    P. Svaizer;M. Matassoni;M. Omologo

  • Computers in the Human Interaction Loop

    Unknown

  • Environmental conditions and acoustic transduction in hands-free speech recognition

    M. Omologo;P. Svaizer;M. Matassoni

  • Acoustic Event Detection and Classification

    Andrey Temko;Climent Nadeu;Dusan Macho;Robert G. Malkin

  • Speaker independent continuous speech recognition using an acoustic-phonetic Italian corpus.

    Bianca Angelini;Fabio Brugnara;Daniele Falavigna;Diego Giuliani

  • Convolutive BSS of Short Mixtures by ICA Recursively Regularized Across Frequencies

    Francesco Nesta;Piergiorgio Svaizer;Maurizio Omologo

  • Training of HMM with filtered speech material for hands-free recognition

    D. Giuliani;M. Matassoni;M. Omologo;P. Svaizer

  • Context-Aware Transformer Transducer for Speech Recognition

    Unknown

  • Generalized State Coherence Transform for Multidimensional TDOA Estimation of Multiple Sources

    F. Nesta;M. Omologo

  • The DIRHA simulated corpus

    Luca Cristoforetti;Mirco Ravanelli;Maurizio Omologo;Alessandro Sosi

  • Oriented global coherence field for the estimation of the head orientation in smart rooms equipped with distributed microphone arrays.

    Alessio Brutti;Maurizio Omologo;Piergiorgio Svaizer

  • A preliminary statistical evaluation of manual and automatic segmentation discrepancies.

    Piero Cosi;Daniele Falavigna;Maurizio Omologo

  • CLEAR Evaluation of Acoustic Event Detection and Classification Systems

    Andrey Temko;Robert Malkin;Christian Zieger;Dušan Macho

  • Comparison Between Different Sound Source Localization Techniques Based on a Real Data Collection

    A. Brutti;M. Omologo;P. Svaizer

  • Talker localization and speech recognition using a microphone array and a cross-powerspectrum phase analysis.

    Diego Giuliani;Maurizio Omologo;Piergiorgio Svaizer

Frequent Co-Authors

Yoshua Bengio
Yoshua Bengio University of Montreal
Andrea Cavallaro
Andrea Cavallaro Queen Mary University of London
Gael Richard
Gael Richard Télécom ParisTech
Walter Kellermann
Walter Kellermann University of Erlangen-Nuremberg
Emmanuel Vincent
Emmanuel Vincent University of Lorraine
Malcolm Slaney
Malcolm Slaney Stanford University
Emanuel A. P. Habets
Emanuel A. P. Habets University of Erlangen-Nuremberg
Gerasimos Potamianos
Gerasimos Potamianos University Of Thessaly
Alex B. Gershman
Alex B. Gershman Technical University of Darmstadt
Petros Maragos
Petros Maragos National Technical University of Athens

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