• Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica. Componente
• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente

Bachelor of Science

• Informatica. A.A. 2010/11, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
• Informatica. A.A. 2011/12, INGEGNERIA AEROSPAZIALE. Collaboratore del corso

• SRG - Speech Recognition Group

Projects funded by commercial contracts

• Speaker Recognition and Diarization , (2021-) - Responsabile Scientifico
  Commercial Research
• Speaker recognition and diarization , (2023-2023) - Responsabile Scientifico
  Commercial Research
• Speaker recognition and diarization , (2023-2023) - Responsabile Scientifico
  Commercial Research
• Speaker recognition and diarization , (2022-2022) - Responsabile Scientifico
  Commercial Research
• Speaker recognition and diarization , (2020-2020) - Responsabile Scientifico
  Commercial Research
• Speaker recognition using DNNs and HMMs , (2018-2018) - Responsabile Scientifico
  Commercial Research

• Salvatore Sarni. Programme in Ingegneria Informatica E Dei Sistemi (cycle 36, 2020-2024)
  Thesis: Speaker Verification and Language Recognition
  
  Data science, Computer vision and AI
  Parallel and distributed systems, Quantum computing

• Cumani, Sandro; Laface, Pietro (2012)
  Analysis of Large-Scale SVM Training Algorithms for Language and Speaker Recognition. In: IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, vol. 20, pp. 1585-1596. ISSN 1558-7916
  Contributo su Rivista
• Cumani, Sandro; Glembek, O.; Br¨ummer, N.; De Villiers, E.; Laface, Pietro (2012)
  GENDER INDEPENDENT DISCRIMINATIVE SPEAKER RECOGNITION IN I–VECTOR SPACE. In: International Conference Acoustics Speech and Signal Processing, Kyoto, 24-30 March 2012, pp. 4361-4364
  Contributo in Atti di Convegno (Proceeding)
• Cumani, Sandro; Laface, Pietro; Vasilakakis, Vasileios (2012)
  Memory and computation effective approaches for i–vector extraction. In: Odyssey 2012: The Speaker and Language Recognition Workshop, Singapore, 25-28 June 2012., pp. 9-15
  Contributo in Atti di Convegno (Proceeding)
• Cumani, Sandro (2012)
  Speaker and Language Recognition Techniques. relatore: Laface P., 24. XXIV
  Doctoral Thesis
• Soufifar, M.; Cumani, Sandro; Burget, L.; Cernocký, J. (2012)
  Discriminative Classifiers for Phonotactic Language Recognition with iVectors. In: The 37th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012), pp. 4853-4856. ISBN: 9781467300445
  Contributo in Atti di Convegno (Proceeding)
• Cumani, Sandro; Plchot, O.; Karafiát, M. (2012)
  Independent Component Analysis and MLLR Transforms for Speaker Identification. In: The 37th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012), pp. 4365-4368. ISBN: 9781467300445
  Contributo in Atti di Convegno (Proceeding)
• Brummer, N.; Cumani, Sandro; Glembek, O.; Karafiat, M.; Matejka, P.; Pesan, J.; Plchot, ... (2012)
  Description and analysis of the Brno276 system for LRE2011. In: Odyssey 2012: The Speaker and Language Recognition Workshop, Singapore, pp. 216-223. ISBN: 9789810730932
  Contributo in Atti di Convegno (Proceeding)
• Cumani, Sandro; Batzu, P. D.; Colibro, D.; Vair, C.; Laface, Pietro; Vasilakakis, ... (2011)
  Comparison of speaker recognition approaches for real applications. In: INTERSPEECH 2011, Firenze, 28-31 August 2011, pp. 2365-2368
  Contributo in Atti di Convegno (Proceeding)
• Castaldo, F.; Colibro, D. Vair C.; Cumani, Sandro; Laface, Pietro (2011)
  LOQUENDO - POLITECNICO DI TORINO’S 2010 NISTSPEAKER RECOGNITION EVALUATION SYSTEM. In: 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2011, Prague (Czech Republic), May 22-27, 2011, pp. 5464-5467. ISBN: 9781457705373
  Contributo in Atti di Convegno (Proceeding)
• Burget, L.; Plchot, O.; Cumani, Sandro; Glembek, O.; Matejka, P.; Brummer, N. (2011)
  Discriminatively Trained Probabilistic Linear Discriminant Analysis for Speaker Verification. In: 2011 IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2011, Prague (Czech Republic), May 22-27, 2011, pp. 4832-4835. ISBN: 9781457705373
  Contributo in Atti di Convegno (Proceeding)
• Cumani, Sandro; Brummer, N.; Burget, L.; Laface, Pietro (2011)
  FAST DISCRIMINATIVE SPEAKER VERIFICATION IN THE I–VECTOR SPACE. In: 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2011, Prague (Czech Republic), May 22-27, 2011, pp. 4852-4855. ISBN: 9781457705373
  Contributo in Atti di Convegno (Proceeding)
• Castaldo, Fabio; Colibro, D.; Cumani, Sandro; Dalmasso, E.; Laface, Pietro; Vair, C. (2010)
  LOQUENDO-POLITECNICO DI TORINO SYSTEM FOR THE 2009 NIST LANGUAGE RECOGNITION EVALUATION. In: 2010 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), Dallas (USA), 14-19 Marzo 2010, pp. 5002-5005. ISBN: 9781424442966
  Contributo in Atti di Convegno (Proceeding)
• Cumani, Sandro; Castaldo, Fabio; Laface, Pietro; Colibro, D; Vair, C. (2010)
  Comparison of Large–scale SVM Training Algorithms for Language Recognition. In: Odysssey 2010,The Speaker and Language Recognition Workshop, Brno, 28/06 - 1/07 20010
  Contributo in Atti di Convegno (Proceeding)
• Scanzio, Stefano; Cumani, Sandro; Gemello, R.; Mana, F.; Laface, Pietro (2010)
  Parallel implementation of artificial neural network training. In: 2010 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), Dallas (USA), 14-19 Marzo 2010, pp. 4902-4905. ISBN: 9781424442966
  Contributo in Atti di Convegno (Proceeding)
• Scanzio, S; Cumani, Sandro; Gemello, R; Mana, F; Laface, Pietro (2010)
  Parallel implementation of Artificial Neural Network training for speech recognition. In: PATTERN RECOGNITION LETTERS, vol. 31, pp. 1302-1309. ISSN 0167-8655
  Contributo su Rivista
• Castaldo, Fabio; Cumani, Sandro; Laface, Pietro; Colibro, D. (2009)
  Language Recognition Using Language Factors. In: Interspeech 2009, Brighton, 6-10/9/2009, pp. 176-179
  Contributo in Atti di Convegno (Proceeding)