Speech Recognition Models Of The Interdependence Among Syntax, Prosody, And Segmental Acoustics
نویسندگان
چکیده
منابع مشابه
How Prosody Improves Word Recognition
Prosody has been traditionally regarded as useless for word recognition. In this paper, we provide a schematic view describing how prosody can help word recognition. We provide our view in terms of a Bayesian network that models the stochastic dependence among acoustic observation, word, prosody, syntax and meaning, and an information-theoretic analysis proving that the mutual information betwe...
متن کاملUsing prosody for the improvement of ASR - sentence modality recognition
In the Laboratory of Speech Acoustics ASR research has been prepared, in which we were searching for the possibility to contribute to the higher linguistic processing levels of ASR – at syntactic, and semantic level – by acoustical preprocessing of the supra-segmental (prosodic) features. The subject of our current article is a semantic level processing, built on supra-segmental parameters. HMM...
متن کاملA method of multi-layered speech segmentation tailored for speech synthesis
This paper presents a speech segmentation scheme designed to be used in creating voice inventories for speech synthesis. Just the information about phoneme segments in a given speech corpus is not sufficient for speech synthesis, but multi-layers of segments such as breath groups, accent phrases, phonemes, and pitch-marks, are all necessary to reproduce the prosody and acoustics of a given spea...
متن کاملImproving the Robustness of Prosody Dependent Language Modeling Based on Prosody Syntax Dependence
This paper presents a novel approach that improves the robustness of prosody dependent language modeling by leveraging the dependence between prosody and syntax. A prosody dependent language model describes the joint probability distribution of concurrent word and prosody sequences and can be used to provide prior language constraints in a prosody dependent speech recognizer. Robust Maximum Lik...
متن کاملImproving Speech Understanding through Integration of Prosody and Syntax
As automatic speech recognition technology improves and as it is applied to more difficult tasks, the need to integrate with syntactic, semantic, pragmatic and knowledge-based system components will increase. This paper covers the development of models which relate prosodic phrasing to syntactic structure. These models are useful for understanding the linguistic aspects of the prosody-syntax re...
متن کاملذخیره 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 2004