Consonant and vowel articulation accuracy in younger and middle-aged Spanish healthy adults

Abstract

Children acquire vowels earlier than consonants, and the former are less vulnerable to speech disorders than the latter. This study explores the hypothesis that a similar contrast exists later in life and that consonants are more vulnerable to ageing than vowels. Data was obtained with two experiments comparing the speech of Younger Adults (YAs) and Middle–aged Adults (MAs). In the first experiment an Automatic Speech Recognition (ASR) system was trained with a balanced corpus of 29 YAs and 27 MAs. The productions of each speaker were obtained in a Spanish language word (W) and non–word (NW) repetition task. The performance of the system was evaluated with the same corpus used for training using a cross validation approach. The ASR system recognized to a similar extent the Ws of both groups of speakers, but it was more successful with the NWs of the YAs than with those of the MAs. Detailed error analysis revealed that the MA speakers scored below the YA speakers for consonants and also for the place and manner of articulation features; the results were almost identical in both groups of speakers for vowels and for the voicing feature. In the second experiment a group of healthy native listeners was asked to recognize isolated syllables presented with background noise. The target speakers were one YA and one MA that had taken part in the first experiment. The results were consistent with those of the ASR experiment: the manner and place of articulation were better recognized, and vowels and voicing were worse recognized, in the YA speaker than in the MA speaker. We conclude that consonant articulation is more vulnerable to ageing than vowel articulation. Future studies should explore whether or not these early and selective changes in articulation accuracy might be caused by changes in speech perception skills (e.g., in auditory temporal processing).

Which Utterance Types Are Most Suitable to Detect Hypernasality Automatically?

“…One possible interpretation of this result is that, due the increased effort required to produce the syllable sequences, the patients may struggle to control the velum, which may result in some degree of HN ( [12]). However, it is also possible that the velopharyngeal insufficiency has led patients to modify slightly the articulatory patterns to produce these sounds (i.e., subtle compensatory mechanisms): these articulatory changes might modify the spectral configuration of the target sound in ways that may pass undetected to the human expert but that could be detected by the automatic classification system [24].…”