Items where Author is "Grais, Emad Mounir"

Article

Grais, Emad Mounir and Erdoğan, Hakan (2014) Source separation using regularized NMF with MMSE estimates under GMM priors with online learning for the uncertainties. Digital Signal Processing, 29 . pp. 20-34. ISSN 1051-2004 (Print) 1095-4333 (Online)

Grais, Emad Mounir and Erdoğan, Hakan (2013) Regularized nonnegative matrix factorization using Gaussian mixture priors for supervised single channel source separation. Computer Speech and Language (Sl), 27 (3). pp. 746-762. ISSN 0885-2308

Papers in Conference Proceedings

Grais, Emad Mounir and Şen, Mehmet Umut and Erdoğan, Hakan (2014) Deep neural networks for single channel source separation. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), Florence, Italy

Grais, Emad Mounir and Erdoğan, Hakan (2013) Initialization of nonnegative matrix factorization dictionaries for single channel source separation. In: 21st IEEE Conference on Signal Processing and Communications Applications (SIU2013), Haspolat, Turkey

Grais, Emad Mounir and Erdoğan, Hakan (2013) Spectro-temporal post-enhancement using MMSE estimation in NMF based single-channel source separation. In: 14th Annual Conference of the International Speech Communication Association (InterSpeech 2013), Lyon, France

Grais, Emad Mounir and Erdoğan, Hakan (2012) Gaussian mixture gain priors for regularized nonnegative matrix factorization in single-channel source separation. In: 13th Annual Conference of the International Speech Communication Association (InterSpeech 2012), Portland, Oregon, USA.

Grais, Emad Mounir and Erdoğan, Hakan (2012) Hidden Markov models as priors for regularized nonnegative matrix factorization in single-channel source separation. In: 13th Annual Conference of the International Speech Communication Association (InterSpeech 2012), Portland, Oregon, USA

Grais, Emad Mounir and Erdoğan, Hakan (2012) Spectro-temporal post-smoothing in NMF based single-channel source separation. In: 20th European Signal Processing Conference (EUSIPCO 2012), Bucharest, Romania

Grais, Emad Mounir and Topkaya, İbrahim Saygın and Erdoğan, Hakan (2012) Audio-visual speech recognition with background music using single-channel source separation. In: 20th IEEE Conference on Signal Processing and Communications Applications (SIU2012), Mugla, Turkey

Grais, Emad Mounir and Erdoğan, Hakan (2011) Adaptation of speaker-specific bases in non-negative matrix factorization for single channel speech-music separation. In: 12th Annual Conference of the International Speech Communication Association (Interspeech 2011), Florence, Italy

Grais, Emad Mounir and Erdoğan, Hakan (2011) Single channel speech music separation using nonnegative matrix factorization with sliding windows and spectral masks. In: 12th Annual Conference of the International Speech Communication Association (Interspeech 2011), Florence, Italy

Grais, Emad Mounir and Erdoğan, Hakan (2011) Single channel speech music separation using nonnegative matrix factorization and spectral masks. In: 17th International Conference on Digital Signal Processing (DSP 2011), Corfu, Greece

Grais, Emad Mounir and Erdoğan, Hakan (2011) Single channel speech-music separation using matching pursuit and spectral masks. In: IEEE 19th Conference on Signal Processing and Communications Applications Conference (SIU 2011), Antalya, Turkey

Erdoğan, Hakan and Grais, Emad Mounir (2010) Semi-blind speech-music separation using sparsity and continuity priors. In: 20th International Conference on Pattern Recognition (ICPR 2010), Istanbul, Turkey