Exploring similarity-based classification of larynx disorders from human voice - Vaiciukynas, Evaldas; Verikas, Antanas; Gelzinis, Adas; Bacauskiene, Marija; Uloza, Virgilijus (Speech communication, 2012)
Keywords: 1vs1 – one-versus-one classification scheme; 1vsR – one-versus-rest classification scheme; Cepstral Analysis; Classification; DCT – discrete cosine transform; Diagnostic Tests; Earth mover’s distance; EMD – Earth mover’s distance; FFT – fast Fourier transform; GMM; GMM – Gaussian mixture model; Information technology; Informationsteknik; Kernels; KGS – classical kernel Gram-Schmidt orthogonalization; KL – Kullback–Leibler divergence; KPA – kernelized principal angle; Kullback–Leibler divergence; Laryngeal disorder; Laryngology; LS-SVM – least squares support vector machine; Mathematical analysis; Mathematical models; Matrices; Matrix methods; MCS – Monte-Carlo sampling; Mel-frequency cepstral coefficients; MFCC – Mel-frequency cepstral coefficient; MKGS – modified kernel Gram-Schmidt orthogonalization; MOC – minimum output coding classification scheme; Pathological voice; Phonation Disorders; RBF – radial basis function; Sequence kernel; SOW – single optimization by Weston & Watkins; Support vector machines; SVM; SVM – support vector machine; TECHNOLOGY; TEKNIKVETENSKAP; Vocal Folds; Voice; Voice Disorders; EMD – Earth mover’s distance; Kullback–Leibler divergence; KPA – kernelized principal angle; LS-SVM – least squares support vector machine; Earth mover’s distance; MCS – Monte-Carlo sampling; MOC – minimum output coding classification scheme; SVM; SOW – single optimization by Weston & Watkins; Pathological voice; GMM – Gaussian mixture model; DCT – discrete cosine transform; RBF – radial basis function; MKGS – modified kernel Gram-Schmidt orthogonalization; FFT – fast Fourier transform; Mel-frequency cepstral coefficients; SVM – support vector machine; GMM; KGS – classical kernel Gram-Schmidt orthogonalization; 1vs1 – one-versus-one classification scheme; MFCC – Mel-frequency cepstral coefficient; Laryngeal disorder; 1vsR – one-versus-rest classification scheme; KL – Kullback–Leibler divergence; Sequence kernel