Integrated-multilingual speech recognition using universal phonological features in a functional speech production model

نویسنده

  • Li Deng
چکیده

An outline and general design of an integrated-multilingual speech recognizer is presented, focusing on its key novelty of cross-language portability. This recognizer extends the one described in [5] in that the overlapping features designed originally for American English are improved, generalized, and need only a slight expansion to cover Mandarin/Cantonese Chinese and Canadian Rench. It also enhances the recognizer of [6] in that the object of dynamic modeling is moved from the observable acoustic domain to the hidden production-affiliated variables defined in the task-dynamic model of speech production [15]. Major components of the recognizer and the related training and recognition algorithms are described.

برای دانلود رایگان 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

Integrated Multilingual Speech Recognition Impact on Chinese Spoken Language Processing

The notion of integrated multilingualism is introduced as the basis for a novel approach to multilingual speech recog nition This approach enables training of the recognizer using the data from only source language s The trained recognizer is nevertheless deployable directly to new tar get languages The performance of the recognizer is incre mentally improved via a language adaptation strategy ...

متن کامل

Speech difficulties in Joubert syndrome

Introduction: "Joubert syndrome" was first introduced in1969. This syndrome is a rare genetic disease with autosomal dominantpattern. Hypotonia, ataxia and motor delay of the disease known as clinical manifestations. In the few reports of this syndrome, mostly functional and structural components studied and radiographic images such as speech and language developmental delay symptoms has been l...

متن کامل

مقایسه تأثیر درمان مبتنی بر آموزش تولید با آموزش حرکات دهانی غیر گفتاری بر گفتارکودکان 6-4 ساله ی مبتلا به اختلال واجی

Objective: speech sound disorders are among the most common speech disorders in children. Non-speech oral motor exercises have long been used as a facilitative activity throughout therapy sessions for a wide variety of speech disorders by speech-language pathologists. But there are few empirical controlled data to evaluate its effectiveness. This study aimed at comparing the effects of therapeu...

متن کامل

Speech Emotion Recognition Using Scalogram Based Deep Structure

Speech Emotion Recognition (SER) is an important part of speech-based Human-Computer Interface (HCI) applications. Previous SER methods rely on the extraction of features and training an appropriate classifier. However, most of those features can be affected by emotionally irrelevant factors such as gender, speaking styles and environment. Here, an SER method has been proposed based on a concat...

متن کامل

Classification of emotional speech using spectral pattern features

Speech Emotion Recognition (SER) is a new and challenging research area with a wide range of applications in man-machine interactions. The aim of a SER system is to recognize human emotion by analyzing the acoustics of speech sound. In this study, we propose Spectral Pattern features (SPs) and Harmonic Energy features (HEs) for emotion recognition. These features extracted from the spectrogram ...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 1997