Ph.D. in Ingegneria Informatica E Dei Sistemi , 36th cycle (2020-2023)
Ph.D. obtained in 2024
Dissertation:
Speaker Verification and Language Recognition (Abstract)
Tutors:
Sandro Cumani
Research presentation:
Video presentation PosterProfile
Research topic
Speaker verification and multi-modal identity recognition
Research interests
Teaching
Teachings
Master of Science
- Machine learning and pattern recognition. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Machine learning and pattern recognition. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Machine learning and pattern recognition. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Machine learning and pattern recognition. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Bachelor of Science
- Computer sciences. A.A. 2023/24, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Sarni, Salvatore (2024)
Speaker Verification and Language Recognition. relatore: CUMANI, SANDRO; , 36. XXXVI Ciclo, P.: 132
Doctoral Thesis - Cumani, Sandro; Sarni, Salvatore (2023)
From adaptive score normalization to adaptive data normalization for speaker verification systems. In: INTERSPEECH 2023, Dublin (IE), 20th - 24th August 2023, pp. 5296-5300
Contributo in Atti di Convegno (Proceeding) - Sarni, Salvatore; Cumani, Sandro; Siniscalchi, Sabato Marco; Bottino, Andrea (2023)
Description and analysis of the KPT system for NIST Language Recognition Evaluation 2022. In: 24th INTERSPEECH Conference 2023, Dublin (IRL), 20th – 24th August 2023, pp. 1933-1937
Contributo in Atti di Convegno (Proceeding) - Cumani, S; Sarni, S (2023)
The Distributions of Uncalibrated Speaker Verification Scores: A Generative Model for Domain Mismatch and Trial-Dependent Calibration. In: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, vol. 31, pp. 2204-2219. ISSN 2329-9290
Contributo su Rivista - Cumani, Sandro; Sarni, Salvatore (2022)
Impostor Score Statistics as Quality Measures for the Calibration of Speaker Verification Systems. In: Odyssey 2022: The Speaker and Language Recognition Workshop, Beijing (CN), 28 June - 1 July 2022, pp. 25-32
Contributo in Atti di Convegno (Proceeding) - Cumani, Sandro; Sarni, Salvatore (2021)
A Generative Model for Duration-Dependent Score Calibration. In: Interspeech 2021, Brno (Repubblica Ceca), 30 August - 3 September 2021, pp. 4598-4602
Contributo in Atti di Convegno (Proceeding)