Recognizing Phonemes in Continuous Speech - CS640 Project
نویسنده
چکیده
As infants, we hear continuous sound. It is only through trial and error that we eventually learn phonemes, recognize them, and then start trying to string them together. I attempt to train a Liquid State Machine (LSM) to achieve the second step in the process – picking out particular phonemes from continuous speech. I take several different approaches to explore how various settings within the LSM change the learning process.
منابع مشابه
Effects of sound pillow in the treatment of stuttering and cognitive phonemes impairment in children
Introduction:Verbal language is Fundamental component for expressing ideas, social interaction and understanding educational materials. Effective communications require verbal language skills. Sound pillows may partly address the children with behavior problems. The purpose of this study was assessing the effect of educational sound pillow in the treatment of stuttering and cognitive phonemes i...
متن کاملPhoneme recognition in continuous speech using large inhomogeneous hidden Markov models
In this paper we present a novel scheme for phoneme recognition in continuous speech using inhomogeneous hidden Markov models (IHMMs). IHMMs can capture the temporal structure of phonemes and inter-phonemic temporal relationships effectively, with their duration dependent state transition probabilities. A two stage IHMM is proposed to capture the variabilities in speech effectively for phoneme ...
متن کاملHelpful Statistics in Recognizing Basic Arabic Phonemes
The recognition of continuous speech is one of the main challenges in the building of automatic speech recognition (ASR) systems, especially when it comes to phonetically complex languages such as Arabic. An ASR system seems to be actually in a blocked alley. Nearly all solutions follow the same general model. The previous research focused on enhancing its performance by incorporating supplemen...
متن کاملPersian Cued Speech: The Effect on the Perception of Persian Language Phonemes and Monosyllabic Words with and without Sound in Hearing Impaired Children
Objectives: This paper studies the effect of Persian Cued Speech on the perception of Persian language phonemes and monosyllabic words with and without sound in hearing impaired children. Cued Speech is a sound based mode of communication for hearing impaired people that is comprised of a limited series of hand complements and the normal pattern of speech. And it is shown that it effectively ca...
متن کاملAutomatic recognition of connected vowels only using speaker-invariant representation of speech dynamics
Speech acoustics vary due to differences in gender, age, microphone, room, lines, and a variety of factors. In speech recognition research, to deal with these inevitable non-linguistic variations, thousands of speakers in different acoustic conditions were prepared to train acoustic models of individual phonemes. Recently, a novel representation of speech dynamics was proposed [1, 2], where the...
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 2009