基于自动说话人识别的电话语音拨号语音处理算法Yorùbá

Yorùbá, Akintola, Ibiyemi
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引用次数: 0

摘要

常用的电话拨号方法是使用电话键盘。这种形式的输入对某些人(司机、残疾人等)来说很麻烦,而且不友好。这些问题促使人们对语音等自然友好的输入方式进行了大量研究。该领域的作品以英、法、中等语言为主。这使得在电话语音拨号中使用标准Yorùbá作为输入的研究具有重要意义。在Yorùbá中的电话语音拨号是通过语音识别训练阶段和识别阶段的算法实现的。对采集到的原始语音进行数字化处理,得到用于系统模式匹配的语音信号,用于允许授权用户使用系统,禁止未经授权的用户使用系统。通过预强调滤波、分帧加窗和动态时间扭曲等方法,提出了语音拨号算法。有了这个设计,其他语言的电话语音拨号也可以按照同样的程序开发。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Speech Processing Algorithm for Automatic Speaker Recognition-Based Telephone Voice Dialing in Yorùbá
The commonly used method for telephone dialing is through the use of the phone key pad. This form of input is cumbersome and not user friendly to some people (drivers, handicaps etc.). These problems have led to a lot of researches in development of natural and user friendly input such as speech. Most of the works in this area are in English, French, Chinese and other languages. This makes very important a research in using standard Yorùbá as an input in telephone voice dialing. The telephone voice dialing in Yorùbá is achieved through speech recognition training phase and recognition phase of the algorithm. The raw speech captured were digitalized and processed to achieve the speech signal which was used in the pattern matching of the system to allow authorized users and disallow the unauthorized users from using the system. The telephone voice dialing algorithm was developed through pre-emphasis filter, framing and windowing and dynamic time warp. With the design, telephone voice dialing in other languages could also be developed following the same procedures.
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