Speaker characterization in Dutch using prosodic parameters

Wetensch. publicatieFaculteit der Lettere

Characterizing intonation deficit in motor speech disorders : an autosegmental-metrical analysis of spontaneous speech in hypokinetic dysarthria, ataxic dysarthria and foreign accent syndrome

The autosegmental-metrical (AM) framework represents an established methodology for intonational analysis in unimpaired speaker populations but has found little application in describing intonation in motor speech disorders (MSDs). This study compared the intonation patterns of unimpaired participants (CON) and those with Parkinson's disease (PD), ataxic dysarthria (AT), and foreign accent syndrome (FAS) to evaluate the approach's potential for distinguishing types of MSDs from each other and from unimpaired speech. Spontaneous speech from 8 PD, 8 AT, 4 FAS, and 10 CON speakers were analyzed in relation to inventory and prevalence of pitch patterns, accentuation, and phrasing. Acoustic-phonetic baseline measures (maximum-phonation-duration, speech rate, and F0-variability) were also performed. Results: The analyses yielded differences between MSD and CON groups and between the clinical groups in regard to prevalence, accentuation, and phrasing. AT and FAS speakers used more rising and high pitch accents than PD and CON speakers. The AT group used the highest number of pitch accents per phrase, and all 3 MSD groups produced significantly shorter phrases than the CON group. The study succeeded in differentiating MSDs on the basis of intonational performances by using the AM approach, thus, demonstrating its potential for charting intonational profiles in clinical populations

Doing confirmation with ja/nee hoor. Sequential and prosodic characteristics of a Dutch discourse particle

This paper offers sequential-interactional and prosodic observations on the confirmation forms ja hoor / nee hoor ('yes'+particle hoor / 'no' + hoor) in Dutch talk-in-interaction, as part of a larger analysis of the form and function of the particle hoor. We show that ja/nee hoor is used as a marked confirmation in sequentially specifiable context-types. When used as a response to queries, the speaker marks doing confirmation as programmatically motivated. When used in environments that further §[ sequence expansion], ja/nee hoor resists such expansion. Thus, the use of ja/nee hoor is motivated by an orientation to multiple levels of discourse organization. Ja/nee hoor is associated with recurrent pitch contours which are systematically distributed across environments of use. We discuss our findings in relation to previous findings on the use of hoor in Dutch

Prosodic description: An introduction for fieldworkers

This article provides an introductory tutorial on prosodic features such as tone and accent for researchers working on little-known languages. It specifically addresses the needs of non-specialists and thus does not presuppose knowledge of the phonetics and phonology of prosodic features. Instead, it intends to introduce the uninitiated reader to a field often shied away from because of its (in part real, but in part also just imagined) complexities. It consists of a concise overview of the basic phonetic phenomena (section 2) and the major categories and problems of their functional and phonological analysis (sections 3 and 4). Section 5 gives practical advice for documenting and analyzing prosodic features in the field.National Foreign Language Resource Cente

Prosody-Based Automatic Segmentation of Speech into Sentences and Topics

A crucial step in processing speech audio data for information extraction, topic detection, or browsing/playback is to segment the input into sentence and topic units. Speech segmentation is challenging, since the cues typically present for segmenting text (headers, paragraphs, punctuation) are absent in spoken language. We investigate the use of prosody (information gleaned from the timing and melody of speech) for these tasks. Using decision tree and hidden Markov modeling techniques, we combine prosodic cues with word-based approaches, and evaluate performance on two speech corpora, Broadcast News and Switchboard. Results show that the prosodic model alone performs on par with, or better than, word-based statistical language models -- for both true and automatically recognized words in news speech. The prosodic model achieves comparable performance with significantly less training data, and requires no hand-labeling of prosodic events. Across tasks and corpora, we obtain a significant improvement over word-only models using a probabilistic combination of prosodic and lexical information. Inspection reveals that the prosodic models capture language-independent boundary indicators described in the literature. Finally, cue usage is task and corpus dependent. For example, pause and pitch features are highly informative for segmenting news speech, whereas pause, duration and word-based cues dominate for natural conversation.Comment: 30 pages, 9 figures. To appear in Speech Communication 32(1-2), Special Issue on Accessing Information in Spoken Audio, September 200

Information structure and the referential status of linguistic expression : workshop as part of the 23th annual meetings of the Deutsche Gesellschaft für Sprachwissenschaft in Leipzig, Leipzig, February 28 - March 2, 2001

This volume comprises papers that were given at the workshop Information Structure and the Referential Status of Linguistic Expressions, which we organized during the Deutsche Gesellschaft für Sprachwissenschaft (DGfS) Conference in Leipzig in February 2001. At this workshop we discussed the connection between information structure and the referential interpretation of linguistic expressions, a topic mostly neglected in current linguistics research. One common aim of the papers is to find out to what extent the focus-background as well as the topic-comment structuring determine the referential interpretation of simple arguments like definite and indefinite NPs on the one hand and sentences on the other

A cross-linguistic study of between-speaker variability in intensity dynamics in L1 and L2 spontaneous speech

Dynamic aspects of the amplitude envelope appear to reflect speaker-specific information. Intensity dynamics characterized as the temporal displacement of acoustic energy associated to articulatory mouth opening (positive) and closing (negative) gestures was able to explain between-speaker variability in read productions of native speakers of Zürich German. This study examines positive and negative intensity dynamics in spontaneous speech produced by Dutch speakers using their native language and English. Acoustic analysis of informal monologues was performed to examine between-speaker variability. Negative dynamics explained a larger quantity of inter-speaker variability, strengthening the idea of a lesser prosodic control over the mouth closing movement. Furthermore, there was a significant effect of language on intensity dynamics. These findings suggest that speaker-specific information may still be embedded in these time-bound measures despite the language in use

The Production and Perception of Subject Focus Prosody in L2 Spanish

New information can be introduced in discourse through different strategies, including syntactic and prosodic ones. This project provides an account of the syntactic and intonational strategies used for focus-marking in Peninsular Spanish, Mainstream American English and L2 Spanish using parallel experimental designs and a unitary method of analysis within the Autosegmental-Metrical framework for the study of intonation. It provides a comprehensive description of specific phonological categories and their phonetic implementation not only in monolingual speech, but also as they develop in the L2 grammar of Spanish learners with different experiences with the target language, following the premises of the L2 Intonation Learning Theory (LILt). Additionally, the perception of L2 intonation by native speakers was examined using an acceptability judgment task. Findings show that the intonational grammars of Spanish learners develop despite the lack of formal instruction, which allows them to produce native-like contours in certain contexts even if they have not been immersed in the target language for an extended period of time. This development is, nonetheless, constrained by different linguistic (i.e. transfer, universal patterns) and individual factors (i.e. onset of acquisition, proficiency). Furthermore, results from the acceptability judgment task suggest that learners’ communicative intentions are correctly identified by native speakers when they use target-like contours, but they are misinterpreted when they fail to produce a target-like contour. This study contributes to the understanding of the role of transfer, linguistic interdependencies and interlanguage representations in the development of intonational grammars. Moreover, it shows that the acquisition of intonation is not so different from the L2 acquisition of morpho-syntax or segmental phonology and may be examined through similar approaches, including feature-based ones

A cross-linguistic perspective to classification of healthiness of speech in Parkinson's disease

People with Parkinson's disease often experience communication problems. The current cross-linguistic study investigates how listeners' perceptual judgements of speech healthiness are related to the acoustic changes appearing in the speech of people with Parkinson's disease. Accordingly, we report on an online experiment targeting perceived healthiness of speech. We studied the relations between healthiness perceptual judgements and a set of acoustic characteristics of speech in a cross-sectional design. We recruited 169 participants, who performed a classification task judging speech recordings of Dutch speakers with Parkinson's disease and of Dutch control speakers as ‘healthy’ or ‘unhealthy’. The groups of listeners differed in their training and expertise in speech language therapy as well as in their native languages. Such group separation allowed us to investigate the acoustic correlates of speech healthiness without influence of the content of the recordings. We used a Random Forest method to predict listeners' responses. Our findings demonstrate that, independently of expertise and language background, when classifying speech as healthy or unhealthy listeners are more sensitive to speech rate, presence of phonation deficiency reflected by maximum phonation time measurement, and centralization of the vowels. The results indicate that both specifics of the expertise and language background may lead to listeners relying more on the features from either prosody or phonation domains. Our findings demonstrate that more global perceptual judgements of different listeners classifying speech of people with Parkinson's disease may be predicted with sufficient reliability from conventional acoustic features. This suggests universality of acoustic change in speech of people with Parkinson's disease. Therefore, we concluded that certain aspects of phonation and prosody serve as prominent markers of speech healthiness for listeners independent of their first language or expertise. Our findings have outcomes for the clinical practice and real-life implications for subjective perception of speech of people with Parkinson's disease, while information about particular acoustic changes that trigger listeners to classify speech as ‘unhealthy’ can provide specific therapeutic targets in addition to the existing dysarthria treatment in people with Parkinson's disease