Connecting intonation labels to mathematical descriptions of fundamental frequency.

نویسندگان

  • Esther Grabe
  • Greg Kochanski
  • John Coleman
چکیده

The mathematical models of intonation used in speech technology are often inaccessible to linguists. By the same token, phonological descriptions of intonation are rarely used by speech technologists, as they cannot be implemented directly in applications. Consequently, these research communities do not benefit much from each other's insights. In this paper, we explore the interface between the disciplines, in search of bridges between intonational phonology and speech technology. In a corpus of speech data from seven dialects of English, we hand-labeled over 700 sentences and identified seven nuclear accent types. Then we fitted a third-order polynomial to the fundamental frequency (F0) contour in the region around the accent mark. The polynomial captures the local shape (time-dependence) of F0 in a few numbers, in our case, four coefficients. The coefficients were subjected to statistical analysis. Nineteen of the 21 pairs of accent types differed significantly in one or more coefficients. Our approach bridges the gap between intonational phonology and speech technology. It provides quantitative, empirically testable models of intonation labels that can be implemented in applications.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Pitch Contour Model for Chi Using Cart and Statis

This paper describes an approach to generating prosody parameters for Mandarin Chinese text-to-speech system. The Chinese fundamental frequency contour is decomposed into two parts, a global intonation contour and a syllable level tone contour. The global intonation contour is converted to pitch target labels in corpus. It is predicted by first predicting pitch target labels using statistical m...

متن کامل

The Role of Noticing in L2 Learners’ Production of Intonation Patterns

This study was an attempt to explore the role that the increased perceptual saliency of L2 input features or output flaws and hereby promoting L2 learners’ noticing (through planned instructional activities) can play in the learners’ use of correct English intonation patterns. The participants were 80 Iranian EFL students attending four intact classes, two low-intermediate and two upper-interme...

متن کامل

Rule Based Generation of Fundamental Frequency Contours for German Utterances

4 solved by further investigations in discourse structure. The developed tool generates natural fundamental frequency contours from prosodically labelled strings of speech. Embedded in a text-to-speech system it would considerably improve the quality of the speech synthesis. We have also implemented different speaking rates by making our rules dependent on different speaking styles (slow colloq...

متن کامل

ToBI accent type recognition

This paper describes work in progress for recognizing a subset of ToBI intonation labels (H*, L+H*, L*, !H*, L+!H*, no accent). Initially, duration characteristics are used to classify syllables as accented or not. The accented syllables are then subclassified based on fundamental frequency, F0, values. Potential F0 intonation gestures are schematized by connected line segments within a window ...

متن کامل

Matching a tone-based and tune-based approach to English intonation for concept-to-speech generation

Tlle paper describes the results of a comparison of two annotation systems for isstoslal;ion, the tone-based ToBI al)proach and the 1;unebased api)roach proposed by Systemic Functi(mal Grammar (SFO). The goal of this comparison is to detine a mapping between the two systems tbr the purpose of concept-to-speech generation of English. Since ToB: is widely used in Sl)eech synthesis and SFG is wide...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Language and speech

دوره 50 Pt 3  شماره 

صفحات  -

تاریخ انتشار 2007