2026-09-22T15:17:58Z https://www.ideals.illinois.edu/oai-pmh

oai:www.ideals.illinois.edu:2142/16744 2023-07-10 col_2142_5131 col_2142_8888 com_2142_5130 com_2142_8887 com_2142_234

Allen, Jont B. Menon, Anjali I. 2010-08-20T17:56:33Z 2010-08-20T17:56:33Z 2010-08-20T17:56:33Z 2010-08 The presence of acoustic cues and their importance in speech perception have long remained debatable topics. In spite of several studies that exist in this eld, very little is known about what exactly humans perceive in speech. This research takes a novel approach towards understanding speech perception. A new method, named three-dimensional deep search (3DDS), was developed to explore the perceptual cues of 16 consonant-vowel (CV) syllables, namely /pa/, /ta/, /ka/, /ba/, /da/, /ga/, /fa/, /Ta/, /sa/, /Sa/, /va/, /Da/, /za/, /Za/, from naturally produced speech. A veri cation experiment was then conducted to further verify the ndings of the 3DDS method. For this pur- pose, the time-frequency coordinate that de nes each CV was ltered out using the short-time Fourier transform (STFT), and perceptual tests were then conducted. A comparison between unmodi ed speech sounds and those without the acoustic cues was made. In most of the cases, the scores dropped from 100% to chance levels even at 12 dB SNR. This clearly emphasizes the importance of features in identifying each CV. The results con rm earlier ndings that stops are characterized by a short-duration burst preceding the vowel by 10 cs in the unvoiced case, and appearing almost coincident with the vowel in the voiced case. As has been previously hypothesized, we con rmed that the F2 transition plays no signi cant role in consonant identi cation. 3DDS analysis labels the /sa/ and /za/ perceptual features as an intense frication noise around 4 kHz, preceding the vowel by 15{20 cs, with the /za/ feature being around 5 cs shorter in duration than that of /sa/; the /Sa/ and /Za/ events are found to be frication energy near 2 kHz, preceding the vowel by 17{20 cs. /fa/ has a relatively weak burst and frication energy over a wide-band including 2{6 kHz, while /va/ has a cue in the 1.5 kHz mid-frequency region preceding the vowel by 7{10 cs. New information is established regarding /Da/ and /Ta/, especially with regards to the nature of their signi cant confusions. Item withdrawn by Mark Zulauf (zulauf@illinois.edu) on 2010-07-22T19:58:35Z Item was in collections: University of Illinois Theses & Dissertations (ID: 1) No. of bitstreams: 1 Menon_Anjali.pdf: 1051876 bytes, checksum: f647c1403b5666027e75a5e05ace8520 (MD5) Made available in DSpace on 2010-08-20T17:56:33Z (GMT). No. of bitstreams: 2 Menon_Anjali.pdf: 1051876 bytes, checksum: f647c1403b5666027e75a5e05ace8520 (MD5) license.txt: 4060 bytes, checksum: 90dea72b8b84afe8774e0757e2bc1e56 (MD5) http://hdl.handle.net/2142/16744 en Copyright 2010 Anjali I. Menon speech perception speech features perceptual tests Verification of feature regions for stops and fricatives in natural speech Electrical & Computer Eng 1933 Electrical & Computer Engr 1200 University of Illinois at Urbana-Champaign Thesis M.S. MS:Electr & Computer Eng-UIUC 10KS1200MS