Search results for "GMMs"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
92	Menaka Rajapakse, Lonce L. Wyse	Generic Audio Classification Using a Hybrid Model Based on GMMs and HMMs.	MMM	2005	DBLP DOI BibTeX RDF
69	Mayer Aladjem	Projection Pursuit Fitting Gaussian Mixture Models.	SSPR/SPR	2002	DBLP DOI BibTeX RDF
65	Jiangwei Li, Yunhong Wang	Video-Based Face Tracking and Recognition on Updating Twin GMMs.	ICB	2007	DBLP DOI BibTeX RDF	Online Updating, Face Recognition, GMM, Bayesian Inference, Face Tracking
60	Shuqiang Jiang, Qixiang Ye, Wen Gao 0001, Tiejun Huang 0001	A new method to segment playfield and its applications in match analysis in sports video.	ACM Multimedia	2004	DBLP DOI BibTeX RDF	match analysis, GMMs, region growing, sports video
51	Man-Hung Siu, Xi Yang, Herbert Gish	Discriminatively Trained GMMs for Language Classification Using Boosting Methods.	IEEE Trans. Speech Audio Process.	2009	DBLP DOI BibTeX RDF
41	Simon Arberet, Alexey Ozerov, Rémi Gribonval, Frédéric Bimbot	Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation.	ICA	2009	DBLP DOI BibTeX RDF
41	Christian Böhm 0001, Peter Kunath, Alexey Pryakhin, Matthias Schubert	Querying Objects Modeled by Arbitrary Probability Distributions.	SSTD	2007	DBLP DOI BibTeX RDF
41	Lee-Ling S. Ong, Ben Upcroft, Tim Bailey, Matthew Ridley, Salah Sukkarieh, Hugh F. Durrant-Whyte	A decentralised particle filtering algorithm for multi-target tracking across multiple flight vehicles.	IROS	2006	DBLP DOI BibTeX RDF
41	Stephen J. Roberts, William D. Penny	Mixtures of Independent Component Analysers.	ICANN	2001	DBLP DOI BibTeX RDF
37	Hanhan Cong, Chengfu Yang, Xiaorong Pu	Efficient Speaker Recognition based on Multi-class Twin Support Vector Machines and GMMs.	RAM	2008	DBLP DOI BibTeX RDF
37	Asmaa El Hannani, Dijana Petrovska-Delacrétaz	Improving Speaker Verification Using ALISP-Based Specific GMMs.	AVBPA	2005	DBLP DOI BibTeX RDF
33	Rodrigo Capobianco Guido, Shi-Huang Chen, Sylvio Barbon Junior, Leonardo Mendes de Souza, Lucimar Sasso Vieira, Luciene Cavalcanti Rodrigues, João Paulo Lemos Escola, Paulo Ricardo Franchi Zulato, Michel Alves Lacerda, Jussara Ribeiro	On the Determination of Epsilon during Discriminative GMM Training.	ISM	2010	DBLP DOI BibTeX RDF	discriminative training of Gaussian Mixture Models (GMMs), speech recognition, Markov Models, speaker identification
28	Naoki Tadokoro, Tetsuo Kosaka, Masaharu Katoh, Masaki Kohda	Improvement of Speaker Vector-Based Speaker Verification.	IAS	2009	DBLP DOI BibTeX RDF
28	Akinori Ito, Akihito Aiba, Masashi Ito, Shozo Makino	Detection of Abnormal Sound Using Multi-stage GMM for Surveillance Microphone.	IAS	2009	DBLP DOI BibTeX RDF
28	Pei-Chann Chang, Jui-Chien Hsieh, Jyun-Jie Lin, Yen-Hung Chou, Chen-Hao Liu	A Hybrid System with Hidden Markov Models and Gaussian Mixture Models for Myocardial Infarction Classification with 12-Lead ECGs.	HPCC	2009	DBLP DOI BibTeX RDF
28	Andreas Schlapbach, Horst Bunke	Off-line Writer Identification and Verification Using Gaussian Mixture Models.	Machine Learning in Document Analysis and Recognition	2008	DBLP DOI BibTeX RDF
28	Josef Chaloupka	Extraction of the Visual Features from the Audio-Visual Speech Signal and the Utilization of These Features for the Speaker Identification.	Computer Recognition Systems 2	2008	DBLP DOI BibTeX RDF
28	Shiliang Sun, Man Lan, Yue Lu 0001	Adaptive EEG signal classification using stochastic approximation methods.	ICASSP	2008	DBLP DOI BibTeX RDF
28	Zhenyu Shan, Yingchun Yang	Learning polynomial function based neutral-emotion GMM transformation for emotional speaker recognition.	ICPR	2008	DBLP DOI BibTeX RDF
28	Yan Liu 0017, Florent Perronnin	A similarity measure between unordered vector sets with application to image categorization.	CVPR	2008	DBLP DOI BibTeX RDF
28	Rongqing Huang, John H. L. Hansen	Unsupervised Discriminative Training With Application to Dialect Classification.	IEEE Trans. Speech Audio Process.	2007	DBLP DOI BibTeX RDF
28	Khe Chai Sim, Mark J. F. Gales	Minimum phone error training of precision matrix models.	IEEE Trans. Speech Audio Process.	2006	DBLP DOI BibTeX RDF
28	Marcus Liwicki, Andreas Schlapbach, Horst Bunke, Samy Bengio, Johnny Mariéthoz, Jonas Richiardi	Writer Identification for Smart Meeting Room Systems.	Document Analysis Systems	2006	DBLP DOI BibTeX RDF
28	Chris McCool, Jamie Cook, Vinod Chandran, Sridha Sridharan	Feature Modelling of PCA Difference Vectors for 2D and 3D Face Recognition.	AVSS	2006	DBLP DOI BibTeX RDF
28	Katsuhiro Honda, Hidetomo Ichihashi	Regularized Linear Fuzzy Clustering and Probabilistic PCA Mixture Models.	IEEE Trans. Fuzzy Syst.	2005	DBLP DOI BibTeX RDF
28	Sascha Schimke, Athanasios Valsamakis, Claus Vielhauer, Yannis Stylianou	Biometrics: Different Approaches for Using Gaussian Mixture Models in Handwriting.	Communications and Multimedia Security	2005	DBLP DOI BibTeX RDF
28	Chin-Hung Sit, Man-Wai Mak, Sun-Yuan Kung	Maximum Likelihood and Maximum a Posteriori Adaptation for Distributed Speaker Recognition Systems.	ICBA	2004	DBLP DOI BibTeX RDF
28	Quan Le, Samy Bengio	Client Dependent GMM-SVM Models for Speaker Verification.	ICANN	2003	DBLP DOI BibTeX RDF
28	Ziqiang Wang, Yang Liu 0085, Peng Ding, Bo Xu 0002	Covariance-Tied Clustering Method In Speaker Identification.	ICMI	2002	DBLP DOI BibTeX RDF	Gaussian Mixture Models, Speaker Identification
28	Kwok-Kwong Yiu, Man-Wai Mak, Sun-Yuan Kung	Kernel-Based Probabilistic Neural Networks with Integrated Scoring Normalization for Speaker Verification.	IEEE Pacific Rim Conference on Multimedia	2002	DBLP DOI BibTeX RDF
28	Jason W. Pelecanos, S. Myers, Sridha Sridharan, Vinod Chandran	Vector Quantization Based Gaussian Modeling for Speaker Verification.	ICPR	2000	DBLP DOI BibTeX RDF
28	Richard C. Price, Jonathan P. Willmore, William J. J. Roberts, Kathleen Zyga	Genetically optimised feedforward neural networks for speaker identification.	KES	2000	DBLP DOI BibTeX RDF
28	Kwok-Kwong Yiu, Man-Wai Mak, Chi-Kwong Li	Gaussian Mixture Models and Probabilistic Decision-Based Neural Networks for Pattern Classification: A Comparative Study.	Neural Comput. Appl.	1999	DBLP DOI BibTeX RDF
23	Vladimir Kalusev, Branislav M. Popovic, Marko Janev, Branko Brkljac, Nebojsa M. Ralevic	Measure of Similarity between GMMs Based on Autoencoder-Generated Gaussian Component Representations.	Axioms	2023	DBLP DOI BibTeX RDF
23	Ilias Diakonikolas, Daniel M. Kane, Thanasis Pittas, Nikos Zarifis	SQ Lower Bounds for Learning Bounded Covariance GMMs.	CoRR	2023	DBLP DOI BibTeX RDF
23	Shasha Yuan, Xiang Liu, Junliang Shang, Jin-Xing Liu, Juan Wang 0003, Weidong Zhou	Automatic Seizure Detection Using Logarithmic Euclidean-Gaussian Mixture Models (LE-GMMs) and Improved Deep Forest Learning.	IEEE J. Biomed. Health Informatics	2023	DBLP DOI BibTeX RDF
23	Allen Liu, Jerry Li 0001, Ankur Moitra	Robust Model Selection and Nearly-Proper Learning for GMMs.	NeurIPS	2022	DBLP BibTeX RDF
23	Allen Liu, Ankur Moitra	Learning GMMs with Nearly Optimal Robustness Guarantees.	COLT	2022	DBLP BibTeX RDF
23	Hadi Asheri, Reshad Hosseini, Babak Nadjar Araabi	A new EM algorithm for flexibly tied GMMs with large number of components.	Pattern Recognit.	2021	DBLP DOI BibTeX RDF
23	Allen Liu, Ankur Moitra	Learning GMMs with Nearly Optimal Robustness Guarantees.	CoRR	2021	DBLP BibTeX RDF
23	Georgios Amanatidis, Evangelos Markakis, Apostolos Ntokos	Multiple birds with one stone: Beating 1/2 for EFX and GMMS via envy cycle elimination.	Theor. Comput. Sci.	2020	DBLP DOI BibTeX RDF
23	Georgios Amanatidis, Evangelos Markakis, Apostolos Ntokos	Multiple Birds with One Stone: Beating 1/2 for EFX and GMMS via Envy Cycle Elimination.	AAAI	2020	DBLP DOI BibTeX RDF
23	Palakkattillam Sandeep, Tony Jacob	Joint Color Space GMMs for CFA Demosaicking.	IEEE Signal Process. Lett.	2019	DBLP DOI BibTeX RDF
23	Georgios Amanatidis, Apostolos Ntokos, Evangelos Markakis	Multiple Birds with One Stone: Beating 1/2 for EFX and GMMS via Envy Cycle Elimination.	CoRR	2019	DBLP BibTeX RDF
23	Shirin Jalali, Carl J. Nuzman, Iraj Saniee	Efficient Deep Learning of GMMs.	CoRR	2019	DBLP BibTeX RDF
23	Shirin Jalali, Carl J. Nuzman, Iraj Saniee	Efficient Deep Approximation of GMMs.	NeurIPS	2019	DBLP BibTeX RDF
23	Affan Pervez, Dongheui Lee	Learning task-parameterized dynamic movement primitives using mixture of GMMs.	Intell. Serv. Robotics	2018	DBLP DOI BibTeX RDF
23	Javier Navarrete, Diego Viejo, Miguel Cazorla	Compression and registration of 3D point clouds using GMMs.	Pattern Recognit. Lett.	2018	DBLP DOI BibTeX RDF
23	Eitan Richardson, Yair Weiss	On GANs and GMMs.	CoRR	2018	DBLP BibTeX RDF
23	Maulik C. Madhavi, Hemant A. Patil	Design of mixture of GMMs for Query-by-Example Spoken Term Detection.	Comput. Speech Lang.	2018	DBLP DOI BibTeX RDF
23	Fabian Hollaus, Markus Diem, Robert Sablatnig	MultiSpectral Image Binarization using GMMs.	ICFHR	2018	DBLP DOI BibTeX RDF
23	Eitan Richardson, Yair Weiss	On GANs and GMMs.	NeurIPS	2018	DBLP BibTeX RDF
23	Dennis Forster, Jörg Lücke	Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and k-means.	AISTATS	2018	DBLP BibTeX RDF
23	Mostafa Ghorbandoost, Valiallah Saba	Non-parallel training for voice conversion using background-based alignment of GMMs and INCA algorithm.	IET Signal Process.	2017	DBLP DOI BibTeX RDF
23	Ana Ramírez López, Shreyas Seshadri, Lauri Juvela, Okko Räsänen, Paavo Alku	Speaking Style Conversion from Normal to Lombard Speech Using a Glottal Vocoder and Bayesian GMMs.	INTERSPEECH	2017	DBLP DOI BibTeX RDF
23	Andreas Grünauer, Georg Halmetschlager-Funek, Johann Prankl, Markus Vincze	The Power of GMMs: Unsupervised Dirt Spot Detection for Industrial Floor Cleaning Robots.	TAROS	2017	DBLP DOI BibTeX RDF
23	Lidija Krstanovic, Nebojsa M. Ralevic, Vladimir Zlokolica, Ratko Obradovic, Dragisa Miskovic, Marko Janev, Branislav M. Popovic	GMMs similarity measure based on LPP-like projection of the parameter space.	Expert Syst. Appl.	2016	DBLP DOI BibTeX RDF
23	Hesam Farsaie Alaie, Lina Abou-Abbas, Chakib Tadj	Cry-based infant pathology classification using GMMs.	Speech Commun.	2016	DBLP DOI BibTeX RDF
23	Johanna Carvajal, Arnold Wiliem, Chris McCool, Brian C. Lovell, Conrad Sanderson	Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions.	CoRR	2016	DBLP BibTeX RDF
23	Linfei Zhou, Bianca Wackersreuther, Frank Fiedler, Claudia Plant, Christian Böhm 0001	Gaussian Component Based Index for GMMs.	ICDM	2016	DBLP DOI BibTeX RDF
23	Johanna Carvajal, Arnold Wiliem, Chris McCool, Brian C. Lovell, Conrad Sanderson	Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions.	PAKDD Workshops	2016	DBLP DOI BibTeX RDF
23	Hyunwoo J. Kim, Nagesh Adluru, Monami Banerjee, Baba C. Vemuri, Vikas Singh	Interpolation on the Manifold of K Component GMMs.	ICCV	2015	DBLP DOI BibTeX RDF
23	Sandro Cumani, Pietro Laface, Farzana Kulsoom	Speaker recognition by means of acoustic and phonetically informed GMMs.	INTERSPEECH	2015	DBLP DOI BibTeX RDF
23	Masakiyo Fujimoto, Tomohiro Nakatani	Feature enhancement based on generative-discriminative hybrid approach with gmms and DNNS for noise robust speech recognition.	ICASSP	2015	DBLP DOI BibTeX RDF
23	Mahmud Abdulla Mohammad, Ioannis Kaloskampis, Yulia Hicks	Evolving GMMs for road-type classification.	ICIT	2015	DBLP DOI BibTeX RDF
23	Abdolrahman Khoshrou, A. Pedro Aguiar, Fernando M. Lobo Pereira	Adaptive Sampling Using an Unsupervised Learning of GMMs Applied to a Fleet of AUVs with CTD Measurements.	ROBOT (1)	2015	DBLP DOI BibTeX RDF
23	Yu Zhang 0001, Chris Bingham, Michael Gallimore, Darren Cox	Novelty detection based on extensions of GMMs for industrial gas turbines.	CIVEMSA	2015	DBLP DOI BibTeX RDF
23	Amita Pal, Smarajit Bose, Gopal K. Basak, Amitava Mukhopadhyay	Speaker Identification by Aggregating Gaussian Mixture Models (GMMs) Based on Uncorrelated MFCC-derived Features.	Int. J. Pattern Recognit. Artif. Intell.	2014	DBLP DOI BibTeX RDF
23	Xiaosha Zhao, Mandan Liu	The application of the Bayes Ying Yang harmony based GMMs in on-line signature verification.	CoRR	2014	DBLP BibTeX RDF
23	Branko Brkljac, Marko Janev, Radovan Obradovic, Danilo Rapaic, Nebojsa M. Ralevic, Vladimir S. Crnojevic	Sparse representation of precision matrices used in GMMs.	Appl. Intell.	2014	DBLP DOI BibTeX RDF
23	Emma Jokinen, Ulpu Remes, Marko Takanen, Kalle J. Palomäki, Mikko Kurimo, Paavo Alku	Spectral tilt modelling with GMMs for intelligibility enhancement of narrowband telephone speech.	INTERSPEECH	2014	DBLP DOI BibTeX RDF
23	Yoko Sasaki, Naotaka Hatao, Shogo Tsurusaki, Satoshi Kagami	Classification and identification of robot sensing data based on nested infinite GMMs.	IROS	2014	DBLP DOI BibTeX RDF
23	Hector N. B. Pinheiro, Tsang Ing Ren, George D. C. Cavalcanti, Ing-Jyh Tsang, Jan Sijbers	Type-2 Fuzzy GMMs for Robust Text-Independent Speaker Verification in Noisy Environments.	ICPR	2014	DBLP DOI BibTeX RDF
23	Ioannis Kaloskampis, Yulia A. Hicks	Estimating adaptive coefficients of evolving GMMs for online video segmentation.	ISCCSP	2014	DBLP DOI BibTeX RDF
23	Emma Jokinen, Ulpu Remes, Marko Takanen, Kalle J. Palomäki, Mikko Kurimo, Paavo Alku	Spectral tilt modelling with extrapolated GMMs for intelligibility enhancement of narrowband telephone speech.	IWAENC	2014	DBLP DOI BibTeX RDF
23	José Portelo, Bhiksha Raj, Alberto Abad, Isabel Trancoso	Privacy-preserving speaker verification using garbled GMMS.	EUSIPCO	2014	DBLP BibTeX RDF
23	Andrew Rosenberg	Modeling prosodic sequences with k-means and dirichlet process GMMs.	INTERSPEECH	2013	DBLP DOI BibTeX RDF
23	Kris Demuynck, Fabian Triefenbach	Porting concepts from DNNs back to GMMs.	ASRU	2013	DBLP DOI BibTeX RDF
23	Jussi Leppänen, Antti J. Eronen	Accelerometer-based activity recognition on a mobile phone using cepstral features and quantized gmms.	ICASSP	2013	DBLP DOI BibTeX RDF
23	Malik Magdon-Ismail, Jonathan T. Purnell	Approximating the covariance matrix of GMMs with low-rank perturbations.	Int. J. Data Min. Model. Manag.	2012	DBLP DOI BibTeX RDF
23	Jia Pan, Cong Liu 0006, Zhiguo Wang, Yu Hu 0003, Hui Jiang 0001	Investigation of deep neural networks (DNN) for large vocabulary continuous speech recognition: Why DNN surpasses GMMS in acoustic modeling.	ISCSLP	2012	DBLP DOI BibTeX RDF
23	Laura E. Boucheron, Phillip L. De Leon	Low-SNR, Speaker-Dependent Speech Enhancement using GMMs and MFCCs.	INTERSPEECH	2012	DBLP DOI BibTeX RDF
23	Takafumi Hattori, Kei Hashimoto, Yoshihiko Nankaku, Keiichi Tokuda	A Bayesian Approach to Speaker Recognition Based on GMMs Using Multiple Model Structures.	INTERSPEECH	2012	DBLP DOI BibTeX RDF
23	Hua Xing, Philipos C. Loizou	Frequency Shift Detection of Speech with GMMs AND SVMs.	SiPS	2012	DBLP DOI BibTeX RDF
23	Qinghua Wang 0001, Ilangko Balasingham, Miaomiao Zhang, Xin Huang 0005	Improving RSS-Based Ranging in LOS-NLOS Scenario Using GMMs.	IEEE Commun. Lett.	2011	DBLP DOI BibTeX RDF
23	Lei Li, Yoshihiko Nankaku, Keiichi Tokuda	A Bayesian Approach to Voice Conversion Based on GMMs Using Multiple Model Structures.	INTERSPEECH	2011	DBLP DOI BibTeX RDF
23	Yanmin Qian, Daniel Povey, Jia Liu 0001	State-Level Data Borrowing for Low-Resource Speech Recognition Based on Subspace GMMs.	INTERSPEECH	2011	DBLP DOI BibTeX RDF
23	Manas A. Pathak, Bhiksha Raj	Privacy Preserving Speaker Verification Using Adapted GMMs.	INTERSPEECH	2011	DBLP DOI BibTeX RDF
23	Seung-Min Park 0002, Kwang-Eun Ko, Junheong Park, Kwee-Bo Sim	A study on hybrid model of HMMs and GMMs for mirror neuron system modeling using EEG signals.	FUZZ-IEEE	2011	DBLP DOI BibTeX RDF
23	Hung-Yan Gu, Sung-Fung Tsai	使用分段式GMM 及自動GMM 挑選之語音轉換方法 (A Voice Conversion Method Using Segmental GMMs and Automatic GMM Selection) [In Chinese].	ROCLING (Posters)	2011	DBLP BibTeX RDF
23	Malik Magdon-Ismail, Jonathan T. Purnell	SSDE-Cluster: Fast Overlapping Clustering of Networks Using Sampled Spectral Distance Embedding and GMMs.	SocialCom/PASSAT	2011	DBLP DOI BibTeX RDF
23	Wietse Balkema, Ferdinand van der Heijden	Music playlist generation by assimilating GMMs into SOMs.	Pattern Recognit. Lett.	2010	DBLP DOI BibTeX RDF
23	Zhaojie Ju, Honghai Liu 0001	Applying fuzzy EM algorithm with a fast convergence to GMMs.	FUZZ-IEEE	2010	DBLP DOI BibTeX RDF
23	Malik Magdon-Ismail, Jonathan T. Purnell	Approximating the Covariance Matrix of GMMs with Low-Rank Perturbations.	IDEAL	2010	DBLP DOI BibTeX RDF
23	Nakamasa Inoue, Tatsuhiko Saito, Koichi Shinoda, Sadaoki Furui	High-Level Feature Extraction Using SIFT GMMs and Audio Models.	ICPR	2010	DBLP DOI BibTeX RDF
23	Nicola Greggio, Alexandre Bernardino, José Santos-Victor	Unsupervised Learning of Finite Gaussian Mixture Models (GMMs): A Greedy Approach.	ICINCO (Selected Papers)	2010	DBLP DOI BibTeX RDF
23	José Luis Blanco Murillo, Rubén Fernández Pozo, David Díaz Pardo de Vera, Álvaro Sigüenza, Luis A. Hernández Gómez, José Alcázar Ramírez	Analyzing GMMs to characterize resonance anomalies in speakers suffering from apnoea.	INTERSPEECH	2009	DBLP DOI BibTeX RDF
23	Jonathan T. Purnell, Malik Magdon-Ismail	Learning American English Accents Using Ensemble Learning with GMMs.	ICMLA	2009	DBLP DOI BibTeX RDF	accent identification, ensemble learning, speech processing, gaussian mixtures
23	Heiga Zen, Yoshihiko Nankaku, Keiichi Tokuda	Stereo-based stochastic noise compensation based on trajectory GMMS.	ICASSP	2009	DBLP DOI BibTeX RDF
23	Yuuji Mukai, Hideki Noda, Michiharu Niimi, Takashi Osanai	Text-Independent Speaker Verification Using Artificially Generated GMMs for Cohorts.	IEICE Trans. Inf. Syst.	2008	DBLP DOI BibTeX RDF