Using HMM to Detect Speakers with Severe Obstructive Sleep Apnoea Syndrome
- Benavides, Ana Montero
- Blanco, José Luis
- Fernández, Alejandra
- Pozo, Rubén Fernandez
- Toledano, Doroteo Torre
- Gómez, Luis Hernández
ISSN: 1865-0929, 1865-0937
ISBN: 9783642352911, 9783642352928
Année de publication: 2012
Pages: 121-128
Type: Chapitre d'ouvrage
Références bibliographiques
- Eliot, S., Janita, L., Cheryl, B., Carole, L.: Transit time as a measure of arousal and respiratory effort in children with sleep-disorder breathing. Pediatric Research 53, 580 (2003)
- Redline, S., Kump, K., Tishler, P.V., Browner, I., Ferrette, V.: Gender differences in sleep disordered breathing in a community-based sample. American Journal of Respiratory and Critical Care Medicine 149, 722 (1994)
- Block, A.J., Boysen, P.G., Wynne, J.W., Hunt, L.A.: Sleep apnea, hypopnea and oxygen desaturation in normal subjects. New England Journal of Medicine 300, 513 (1979)
- Young, T., Palta, M., Dempsey, J., Skatrud, J., Weber, S., Badr, S.: The occurrence of sleep-disordered breathing among middle-aged adults. New England Journal of Medicine 328, 1230 (1993)
- Bahammam, A., Delaive, K., Ronald, J., Manfreda, J., Roos, L., Kryger, M.H.: Health care utilization in males with obstructive sleep apnea syndrome two years after diagnosis and treatment. Sleep 22, 740 (1999)
- He, J., Kryger, M.H., Zorick, F.J., Conway, W., Roth, T.: Mortality and apnea index in obstructive sleep apnea. Experience in 385 male patients. Chest 94, 9 (1988)
- Coccagna, G., Pollini, A., Provini, F.: Cardiovascular disorders and obstructive sleep apnea syndrome (2006)
- Lloberes, P., Levy, G., Descals, C., Sampol, G., Roca, A., Sagales, T., de la Calzada, M.D.: Self-reported sleepiness while driving as a risk factor for traffic accidents in patients with obstructive sleep apnoea syndrome and in non-apnoeic snorers (2000)
- Puertas, F., Pin, G., María, J., Durán, J.: Documento de consenso nacional sobre el síndrome de apneas-hipopneas del sueño (SAHS), grupo Español De Sueño, GES (2005)
- Ayappa, I., Rapoport, D.M.: The upper airway in sleep: physiology of the pharynx (2003)
- Lan, Z., Itoi, A., Takashima, M., Oda, M., Tomoda, K.: Difference of pharyngeal morphology and mechanical property between OSAHS patients and normal subjects. Auris Nasus Larynx 33, 433 (2006)
- Fox, A.W., Monoson, P.K., Morgan, C.D.: Speech dysfunction of obstructive sleep apnea. A discriminant analysis of its descriptors. Chest 96, 589 (1989)
- Blanco, J.L., Fernández, R., Pardo, D.D., Hernández, L., López, E., Toledano, D.T.: Apnoea voice characterization through vowel sounds analysis using Generative Gaussian Mixture Models. AVFA (2009)
- Fernández, R., Blanco, J.L., Hernández, L., López, E., Alcázar, J., Toledano, D.T.: Assessment of severe apnoea through voice analysis, automatic speech, and speaker recognition techniques. EURASIP J. Adv. Signal Process 6, 1 (2009)
- Fernández, R., Blanco, J.L., Pardo, D.D., Hernández, L.A., López, E., Alcázar, J.: Early Detection of Severe Apnoea through Voice Analysis and Automatic Speaker Recognition Techniques. In: Fred, A., Filipe, J., Gamboa, H. (eds.) BIOSTEC 2009. CCIS, vol. 52, pp. 245–257. Springer, Heidelberg (2010)
- Fernández, R., Hernández, L.A., López, E., Alcázar, J., Portillo, G., Toledano, D.T.: Design of a multimodal database for research on automatic detection of severe apnoea cases. In: Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC 2008), European Language Resources Association (ELRA), Marrakech (2008)
- Young, S.J., Kershaw, D., Odell, J., Ollason, D., Valtchev, V., Woodland, P.: The HTK Book Version 3.4. Cambridge University Press (2006)
- Blouet, R., Mokbel, C., Mokbel, H., Sanchez Soto, E., Chollet, G., Greige, H.: BECARS: A Free Software for Speaker Verification, pp. 145–148. ODYSSEY (2004)
- Moreno, A., Poch, D., Bonafonte, A., Lleida, E., Llisterri, J., Mariño, J.B., Nadeu, C.: Albayzín speech database: Design of the phonetic corpus. In: Proceedings of the 3rd European Conference on Speech Communication and Technology, Eurospeech 1993, vol. I, p. 175 (1993)