JOURNAL ARTICLE

Analysis of Spanish consonant recognition in 8-talker babble

Ignacio Moreno‐TorresPablo OteroSalvador Luna-RamírezElena Garayzábal

Year: 2017 Journal:   The Journal of the Acoustical Society of America Vol: 141 (5)Pages: 3079-3090   Publisher: Acoustical Society of America

Abstract

This paper presents the results of a closed-set recognition task for 80 Spanish consonant-vowel sounds (16 C × 5 V, spoken by 2 talkers) in 8-talker babble (–6, –2, +2 dB). A ranking of resistance to noise was obtained using the signal detection d′ measure, and confusion patterns were analyzed using a graphical method (confusion graphs). The resulting ranking indicated the existence of three resistance groups: (1) high resistance: /ʧ, s, ʝ/; (2) mid resistance: /r, l, m, n/; and (3) low resistance: /t, θ, x, ɡ, b, d, k, f, p/. Confusions involved mostly place of articulation and voicing errors, and occurred especially among consonants in the same resistance group. Three perceptual confusion groups were identified: the three low-energy fricatives (i.e., /f, θ, x/), the six stops (i.e., /p, t, k, b, d, ɡ/), and three consonants with clear formant structure (i.e., /m, n, l/). The factors underlying consonant resistance and confusion patterns are discussed. The results are compared with data from other languages.

Keywords:
Voice Consonant Formant Place of articulation Confusion Mathematics Vowel Ranking (information retrieval) Speech recognition Noise (video) Articulation (sociology) Stop consonant Acoustics Linguistics Psychology Computer science Physics Artificial intelligence

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7
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0.45
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29
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0.58
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Citation History

Topics

Hearing Loss and Rehabilitation
Life Sciences →  Neuroscience →  Cognitive Neuroscience
Phonetics and Phonology Research
Social Sciences →  Psychology →  Experimental and Cognitive Psychology
Speech and Audio Processing
Physical Sciences →  Computer Science →  Signal Processing

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