Marko Tuononen

Name:                 Marko Tuononen
Contact:              LinkedIn


MR Erdos Number = 5

 Software: 

• IT-project (RLS, KMEANS, GKM)
• Converting data between text and CB formats (CB2TXT and TXT2CB)
• Modules package (you need this to compile the softwares)

 Publications: 

• Tuononen, M. (2005) "Klusterointimenetelmät" (Clustering methods
  in English). Seminar speech, Joensuun yliopisto, Joensuu. (pdf)
• Tuononen, M. (2006) "Paikallishaku klusterointimenetelmänä"
  (Local search as a clustering method in English). Master's Thesis,
  Joensuun yliopisto, Joensuu. (pdf)
• Hautamäki, V., Tuononen, M., Niemi-Laitinen, T., Fränti, P. (2007)
  "Improving Speaker Verification by Periodicity Based Voice Activity
  Detection". Proc. 12th International Conference on Speech and Computer
  (SPECOM 2007), Vol. 2, pp. 645-650, Moscow, October 2007. (pdf)
• Kinnunen, T., Chernenko, E., Tuononen, M., Fränti, P., Li, H. (2007)
  "Voice activity detection using MFCC features and support vector machine".
  Proc. 12th International Conference on Speech and Computer (SPECOM 2007),
  Vol. 2, pp. 556-561, Moscow, October 2007. (pdf)
• Tuononen, M., González Hautamäki, R., Fränti, P. (2008) "Automatic
  voice activity detection in different speech applications". International
  Conference on Forensic Applications and Techniques in Telecommunications,
  Information and Multimedia (e-Forensics'08), Article No.12, Adelaide,
  Australia, January 2008. (pdf)
• Fränti, P., Tuononen, M., Virmajoki, O. (2008) "Deterministic and
  randomized local search algorithms for clustering". IEEE International
  Conference on Multimedia and Expo (ICME'08), pp. 837-840, Hannover,
  Germany, June 2008. (pdf)
• Hautamäki, V., Kinnunen, T., Kärkkäinen, I., Saastamoinen, J.,
  Tuononen, M., Fränti, P. (2008) "Maximum a Posteriori Adaptation of the
  Centroid Model for Speaker Verification". IEEE Signal Processing
  Letters, Vol. 15, pp. 162-165. (pdf)
• Kinnunen, T., Sidoroff, I., Tuononen, M., Fränti, P. (2011)
  "Comparison of Clustering Methods: a Case Study of Text-Independent
  Speaker Modeling". Pattern Recognition Letters, Vol. 32, pp. 1604-1617. (pdf)
• Tuononen, M., Korpi, D., Hautamäki, V. (2025) "Interpreting Deep
  Neural Network-Based Receiver under Varying Signal-to-Noise Ratios".
  IEEE International Conference on Acoustics, Speech, and Signal
  Processing (ICASSP'25), Hyderabad, India, April 2025. (pre-print)
• Tuononen, M., Hautamäki, V. (2025) "Improving Numerical Stability
  of Normalized Mutual Information Estimator on High Dimensions.
  IEEE Signal Processing Letters, Vol. 32, pp. 2783-2787. (pre-print; poster)
• Tuononen, M., Penttinen, H., Hautamäki, V. (2025) "Targeted Fine-Tuning of
  DNN-Based Receivers via Influence Functions". IEEE International Conference
  on Acoustics, Speech, and Signal Processing (ICASSP'26), Barcelona, Spain,
  May 2026. (pre-print)
• Tuononen, M., Penttinen, H., Vu, D., Korpi, D., Starck, V., Hautamäki V.
  (2025) "Out-of-Distribution Detection via Channelwise Feature Aggregation
  in Neural Network-Based Receivers". Under review. (pre-print)
• Tuononen, M. (2026) "Interpreting Neural Receivers: Mechanistic and Data
  Attribution Approaches". Under review. (pre-print)