Speaker RecognitionThe spectral phase information has been conventionally ignored in automatic speech recognition. We have developed several robust speech recognition methods where either robust features or enhanced signal-level speech signal was provided for the speaker recognizer.
P. Mowlaee, R. Saeidi, Z.-H, Tan, M. G. Christensen, T. Kinnunen, P. Fränti, S. H. Jensen, "A Joint Approach for single-channel Speaker Identification and Speech Separation", IEEE Transactions on Audio, Speech and Language Processing, vol. 20, no. 9, pp. 2586-2601, 2012.
R. Saeidi, et al. "I4U submission to NIST SRE 2012: A large-scale collaborative effort for noise-robust speaker verification", INTERSPEECH 2013, pp. 1986-1990, 2013.
R. Saeidi, P. Mowlaee, T. Kinnunen, Z. -H. Tan, M. G. Christensen, S. H. Jensen, P. Franti, "Signal-to-Signal Ratio Independent Speaker Identification for Co-channel Speech Signals", International Conference on Pattern Recognition (ICPR), pp. 4565-4568, Turkey, 2010.
R. Saeidi, P. Mowlaee, T. Kinnunen, Z.-H. Tan, M. G. Christensen, S. H. Jensen, P. Franti, "Improving Monaural Speaker Identification by Double-Talk Detection", INTERSPEECH, pp. 1069-1072, Japan, 2010.