Hidden Markov Model based Speech Synthesis: A Review
نویسندگان
چکیده
منابع مشابه
Hidden semi-Markov model based speech synthesis
In the present paper, a hidden-semi Markov model (HSMM) based speech synthesis system is proposed. In a hidden Markov model (HMM) based speech synthesis system which we have proposed, rhythm and tempo are controlled by state duration probability distributions modeled by single Gaussian distributions. To synthesis speech, it constructs a sentence HMM corresponding to an arbitralily given text an...
متن کاملA Hidden Semi-Markov Model-Based Speech Synthesis System
Recently, a statistical speech synthesis system based on the hidden Markov model (HMM) has been proposed. In this system, spectrum, excitation, and duration of human speech are modeled simultaneously by context-dependent HMMs and speech parameter vector sequences are generated from the HMMs themselves. This system defines a speech synthesis problem in a generative model framework and solves it ...
متن کاملA hidden Markov model-based approach for emotional speech synthesis
In this paper, we describe an approach to automatically synthesize the emotional speech of a target speaker based on the hidden Markov model for his/her neutral speech. The basic idea is the model interpolation between the neutral model of the target speaker and an emotional model selected from a candidate pool. Both the interpolation model selection and the interpolation weight computation are...
متن کاملMLLR adaptation for hidden semi-Markov model based speech synthesis
This paper describes an extension of maximum likelihood linear regression (MLLR) to hidden semi-Markov model (HSMM) and presents an adaptation technique of phoneme/state duration for an HMM-based speech synthesis system using HSMMs. The HSMM-based MLLR technique can realize the simultaneous adaptation of output distributions and state duration distributions. We focus on describing mathematical ...
متن کاملHidden Markov Model (HMM) based Speech Synthesis for Urdu Language
This paper describes the development of HMM based speech synthesizer for Urdu language using the HTStoolkit. It describes the modifications needed to original HTS-Demo-scripts to port them, for Urdu language, which are currently available for English, Japanese and Portuguese. That includes the generation of the fullcontext style labels and the creation of the Question file for Urdu phone set. F...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2015
ISSN: 0975-8887
DOI: 10.5120/ijca2015906965