Ph.D. in Ingegneria Informatica E Dei Sistemi , 20th cycle (2005-2007)
Ph.D. obtained in 2008
Dissertation:
Robust Neural Networks for Speech Recognition
Tutors:
Pietro LafaceTeaching
Collegi of the degree programmes
- Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato
Research
Supervised PhD students
- Matteo Rosani. Programme in Ingegneria Informatica E Dei Sistemi (cycle 39, 2023-in progress)
- Gabriele Formis. Programme in Intelligenza Artificiale (cycle 38, 2022-in progress)
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Scanzio, Stefano; Laface, Pietro; Fissore, L; Gemello, R; Mana, F. (2008)
On the Use of a Multilingual Neural Network Front-End. In: Interspeech 2008, Brisbane, 23-26 September 2008, pp. 2711-2714
Contributo in Atti di Convegno (Proceeding) - Scanzio, Stefano; Laface, Pietro; Gemello, R; Mana, F. (2007)
Speeding-up Neural Network Training Using Sentence and Frame Selection. In: Interspeech 2007, Antwerp, 27-31/8/2007, pp. 1725-1728
Contributo in Atti di Convegno (Proceeding) - Gemello, Roberto; Mana, Franco; Scanzio, Stefano; Laface, Pietro; DE MORI, Renato (2007)
Linear hidden transformations for adaptation of hybrid ANN/HMM models. In: SPEECH COMMUNICATION, vol. 49, pp. 827-835. ISSN 0167-6393
Contributo su Rivista - Scanzio, Stefano; D., Albesano; R., Gemello; Laface, Pietro; F., Mana (2006)
Adapting Hybrid ANN/HMM to Speech Variations. In: ISCA Tutorial and Research Workshop on Speech Recognition and Intrinsic Variation, Toulouse, France, 2006, pp. 143-147
Contributo in Atti di Convegno (Proceeding) - Gemello, R; Mana, F; Scanzio, Stefano; Laface, Pietro; DE MORI, R. (2006)
Adaptation of Hybrid ANN/HMM Models using Linear Hidden Transformations and Conservative Training. In: ICASSP 2006, Toulouse, 14-19 May 2006, pp. 1189-1192
Contributo in Atti di Convegno (Proceeding) - Albesano, D; Gemello, R; Laface, Pietro; Mana, F; Scanzio, Stefano (2006)
Adaptation of Artificial Neural Networks Avoiding Catastrophic Forgetting. In: IJCNN '06, 16-21 July 2006, pp. 1554-1561
Contributo in Atti di Convegno (Proceeding)