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Najim Dehak
Najim Dehak
Associate Professor at ECE department, Johns Hopkins University.
Dirección de correo verificada de jhu.edu
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Front-end factor analysis for speaker verification
N Dehak, PJ Kenny, R Dehak, P Dumouchel, P Ouellet
IEEE Transactions on Audio, Speech, and Language Processing 19 (4), 788-798, 2010
50952010
A study of interspeaker variability in speaker verification
P Kenny, P Ouellet, N Dehak, V Gupta, P Dumouchel
IEEE Transactions on Audio, Speech, and Language Processing 16 (5), 980-988, 2008
9002008
Language recognition via i-Vectors and dimensionality reduction.
N Dehak, PA Torres-Carrasquillo, DA Reynolds, R Dehak
Interspeech, 857-860, 2011
6132011
Deep neural network approaches to speaker and language recognition
F Richardson, D Reynolds, N Dehak
IEEE signal processing letters 22 (10), 1671-1675, 2015
5612015
Support vector machines versus fast scoring in the low-dimensional total variability space for speaker verification
N Dehak, R Dehak, P Kenny, N Brümmer, P Ouellet, P Dumouchel
Tenth Annual conference of the international speech communication association, 2009
4942009
Hierarchical transformers for long document classification
R Pappagari, P Zelasko, J Villalba, Y Carmiel, N Dehak
2019 IEEE automatic speech recognition and understanding workshop (ASRU …, 2019
3262019
Cosine similarity scoring without score normalization techniques.
N Dehak, R Dehak, JR Glass, DA Reynolds, P Kenny
Odyssey 15, 2010
2892010
Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge.
G Sell, D Snyder, A McCree, D Garcia-Romero, J Villalba, M Maciejewski, ...
Interspeech, 2808-2812, 2018
2562018
Unsupervised methods for speaker diarization: An integrated and iterative approach
SH Shum, N Dehak, R Dehak, JR Glass
IEEE Transactions on Audio, Speech, and Language Processing 21 (10), 2015-2028, 2013
2112013
A unified deep neural network for speaker and language recognition
F Richardson, D Reynolds, N Dehak
arXiv preprint arXiv:1504.00923, 2015
2072015
Modeling prosodic features with joint factor analysis for speaker verification
N Dehak, P Dumouchel, P Kenny
IEEE Transactions on Audio, Speech, and Language Processing 15 (7), 2095-2103, 2007
2032007
ASSERT: Anti-spoofing with squeeze-excitation and residual networks
CI Lai, N Chen, J Villalba, N Dehak
arXiv preprint arXiv:1904.01120, 2019
2002019
Comparison of scoring methods used in speaker recognition with joint factor analysis
O Glembek, L Burget, N Dehak, N Brummer, P Kenny
2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009
1792009
Emotion Identification from Raw Speech Signals Using DNNs.
M Sarma, P Ghahremani, D Povey, NK Goel, KK Sarma, N Dehak
Interspeech, 3097-3101, 2018
1672018
Automatic Dialect Detection in Arabic Broadcast Speech
A Ali, N Dehak, P Cardinal, S Khurana, SH Yella, J Glass, P Bell, ...
Interspeech, San Francisco, USA,, 2934-2938, 2016
1612016
rVAD: An unsupervised segment-based robust voice activity detection method
ZH Tan, N Dehak
Computer speech & language 59, 1-21, 2020
1602020
An i-vector Extractor Suitable for Speaker Recognition with both Microphone and Telephone Speech.
M Senoussaoui, P Kenny, N Dehak, P Dumouchel
Odyssey, 6, 2010
1522010
Exploiting intra-conversation variability for speaker diarization
S Shum, N Dehak, E Chuangsuwanich, D Reynolds, J Glass
Twelfth Annual Conference of the International Speech Communication Association, 2011
1512011
x-vectors meet emotions: A study on dependencies between emotion and speaker recognition
R Pappagari, T Wang, J Villalba, N Chen, N Dehak
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
1502020
State-of-the-art speaker recognition with neural network embeddings in NIST SRE18 and speakers in the wild evaluations
J Villalba, N Chen, D Snyder, D Garcia-Romero, A McCree, G Sell, ...
Computer Speech & Language 60, 101026, 2020
1502020
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