Verification of Acousical Correlates of Emotional Speech using Formant− Synthesis

نویسندگان

  • Felix Burkhardt
  • Walter F. Sendlmeier
چکیده

This paper explores the perceptual relevance of acoustical correlates of emotional speech by means of speech synthesis. Besides, the research aims at the development of »emotion− rules« which enable an optimized speech synthesis system to generate emotional speech. Two investigations using this synthesizer are described: 1) the systematic variation of selec− ted acoustical features to gain a preliminary impression regar− ding the importance of certain acoustical features for emotion− al expression, and 2) the specific manipulation of a stimulus spoken under emotionally neutral condition to investigate fur− ther the effect of certain features and the overall ability of the synthesizer to generate recognizable emotional expression. It is shown that this approach is indeed capable of generating emotional speech that is recognized almost as well as utteran− ces realized by actors.

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

Verification of Acoustical Correlates of Emotional Speech using Formant-Synthesis

This paper explores the perceptual relevance of acoustical correlates of emotional speech by means of speech synthesis. Besides, the research aims at the development of »emotionrules« which enable an optimized speech synthesis system to generate emotional speech. Two investigations using this synthesizer are described: 1) the systematic variation of selected acoustical features to gain a prelim...

متن کامل

Statistical Variation Analysis of Formant and Pitch Frequencies in Anger and Happiness Emotional Sentences in Farsi Language

Setup of an emotion recognition or emotional speech recognition system is directly related to how emotion changes the speech features. In this research, the influence of emotion on the anger and happiness was evaluated and the results were compared with the neutral speech. So the pitch frequency and the first three formant frequencies were used. The experimental results showed that there are lo...

متن کامل

Asc10. Study of Acoustic Correlates Associate with Emotional Speech

This study investigates the acoustic characteristics of four different emotions expressed in speech. The aim is to obtain detailed acoustic knowledge on how a speech signal is modulated by changes from neutral to a certain emotional state. Such knowledge is necessary for automatic emotion recognition and classification and emotional speech synthesis. Speech data obtained from two semi-professio...

متن کامل

A new speech synthesis system based on the ARX speech production model

In this paper, we present a new formant-type speech analysissynthesis system based on the ARX (Auto-Regressive with Exogenous Input) speech production model. The model consists of cascade formant-antiformant synthesizers driven by a voicing source and an unvoiced turbulent noise source. One of the key features of the proposed method is that we have an algorithm to automatically measure the voic...

متن کامل

Rule-based Emotion Synthesis Using Concatenated Speech

Concatenative speech synthesis is increasing in popularity, as it offers higher quality output than previous formant synthesisers. However, it is based on recorded speech units, concatenative synthesis offers a lesser degree of parametric control during resynthesis. Consequently, adding pragmatic effects such as different speaking styles and emotions at the synthesis stage is fundamentally more...

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:

دوره   شماره 

صفحات  -

تاریخ انتشار 2003