149
Views
31
CrossRef citations to date
0
Altmetric
Original Articles

Auditory modelling and self‐organizing neural networks for timbre classification

, &
Pages 71-98 | Published online: 03 Jun 2008

References

  • Cooke , M. , Beet , S. and Crawford , M. , eds. 1993 . Visual Representation of Speech Signals , Cichester : John Wiley & Sons .
  • Cosi , P. 1993 . “ Auditory Modelling for Speech Analysis and Recognition ” . In Visual Representation of Speech Signals , Edited by: Cooke , M. , Beet , S. and Crawford , M. 205 – 212 . Cichester : John Wiley & Sons .
  • Cosi , P. , Bengio , Y. and De Mori , R. 1990 . Phonetically‐Based Multi‐Layered Neural Networks for Vowel Classification . Speech Communication , 9 (1) : 15 – 29 .
  • Cosi , P. , Dellana , L. , Mian , G.A. and Omologo , M. Auditory Model Implementation on a DSP32C‐Board . Proceedings of GRETSI‐91 . Juan Les Pins.
  • Davis , S.B. and Mermelstein , P. 1980 . Comparison of Parametric Representation of Monosyllabic Word Recognition in Continuously Spoken Sentences . IEEE Transactions on Acoustics, Speech and Signal Processing, ASSP , 28 (4) : 357 – 366 .
  • De Poli , G. and Tonella , P. Self‐Organizing Neural Networks and Grey's Timbre Space . Proceedings of 1993 International Computer Music Conference . Tokyo. pp. 441 – 444 . Waseda University .
  • De Poli , G. , Prandoni , P. and Tonella , P. Timbre clustering by self‐organizing neural networks . Proceedings X Colloquium on Musical Informatics . Milan. University of Milan .
  • Feiten , B. , Frank , R. and Ungvary , T. “Organizations of sounds with neural nets” . Proceedings of 1991 International Computer Music Conference . San Francisco. pp. 441 – 444 . ICMA .
  • Furui , S. 1986 . Speaker Independent Isolated Word Recognition Using Dynamic Features of Speech Spectrum . IEEE Trans, on Acoustics, Speech and Signal Processing, ASSP , 34 (1) : 52 – 59 .
  • Goldhor , R.S. 1985 . Representation of Consonants in the Peripheral Auditory System: A Modeling Study of the Correspondence between Response Properties and Phonetic Features , (RLE Technical Report N. 505) Cambridge : MIT Press .
  • Greenberg , S. 1988 . Representation of Speech in the Auditory Periphery . Journal of Phonetics , 16 (1) Special Issue,
  • Grey , J.M. 1977 . Multidimensional perceptual scaling of musical timbres . Journal of Acoustical Society of America , 61 (5) : 1270 – 1277 .
  • Hunt , M.J. and Lefebvre , C. Speaker Dependent and Independent Speech Recognition Experiments with an Auditory Model . Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing . New York, N.Y.. pp. 215 – 218 . IEEE Press .
  • Kiang , N.Y.S. , Watanabe , T. , Thomas , E.C. and Clark , L.F. 1965 . Discharge patterns of single fibers in the cat's auditory‐nerve fibers , Cambridge, MA : MIT Press .
  • Kohonen , T. 1984 . Self‐organization and associative memory , Berlin : Springer Verlag .
  • Kohonen , T. 1990 . The Self‐Organizing Map . Proceedings of the IEEE , 78 (9) : 1464 – 1480 .
  • Kronland‐Martinet , R. and Grossmann , A. 1991 . “ Application of time‐frequency and time‐scale methods (wavelet transform) to the analysis, synthesis and transformation of natural sounds ” . In Representations of musical signals , Edited by: De Poli , G. , Piccialli , A. and Roads , C. 45 – 85 . Cambridge : The MIT Press .
  • Leman , M. 1991 . Emergent Properties of Tonality Functions by Self‐Organization . Interface ‐ Journal of New Music Research , 19 (2–3) : 85 – 106 .
  • Leman , M. 1992 . “ Tone Context by Pattern Integration over Time ” . In Computer generated music , Edited by: Baggi , D. 117 – 137 . Los Alamitos, CA : IEEE Computer Society Press .
  • Opolko , F. and Wapnick , J. 1989 . McGill University master samples , Montreal, , Canada : McGill University Faculty of Music . (CD recording)
  • Rabiner , L.R. and Shafer , R.W. 1978 . Digital Processing of Speech Signals , Englewood Cliffs, New Jersey : Prentice‐Hall .
  • Rumelhart , D. and McClelland , J.L. 1986 . Parallel distributed processing ‐ explorations in the microstructure of cognition , Cambridge, MA : The MIT Press .
  • Seneff , S. 1984 . “ Pitch and spectral estimation of speech based on an auditory synchrony model ” . In Procedings of IEEE International Conference on Acoustics, Speech and Signal Processing , 36.2.1 – 36.2.4 . New York, N.Y. : IEEE Press .
  • Seneff , S. 1985 . Pitch and spectral analysis of speech based on an auditory synchrony model , (RLE Technical Report No. 504) Cambridge : Massachusetts Institute of Technnology .
  • Seneff , S. A computational model for the peripheral auditory system: application to speech recognition research . Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing . New York, N.Y.. pp. 37.8.1 – 37.8.4 . IEEE Press .
  • Seneff , S. 1988 . A Joint Synchrony/Mean‐Rate Model of Auditory Speech Processing . Journal of Phonetics , 16 (1) : 55 – 76 .
  • Sinex , D.G. and Geisler , C.D. 1983 . Responses of auditory‐nerve fibers to consonant‐vowel syllables . Journal of Acoustical Society of America , 73 : 602 – 615 .
  • Swami , D.H. and Swami , A. 1983 . The transmission of signals by auditory‐nerve fiber discharge patterns . Journal of Acoustical Society of America , 74 : 493 – 501 .
  • Wessel , D. 1979 . Timbre Space as Musical Control Structure . Computer Music Journal , 3 (2) : 45 – 52 .
  • Zue , V.W. , Glass , J. , Philips , M. and Seneff , S. Acoustic Segmentation and Phonetic Classification in the SUMMIT System . Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing . New York, N.Y.. pp. 389 – 392 . IEEE Press .
  • Zwicker , E. and Terhardt , E. 1980 . Analytical expression for critical‐band rate and critical bandwidth ad a function of frequency . Journal of Acoustical Society of America , 68 (5) : 1523 – 1525 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.