当代言语/说话人识别与受损发声器官的言语

S. Selva Nidhyananthan, R. Shantha Selvakumari, V. Shenbagalakshmi
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引用次数: 2

摘要

言语是人与环境之间有效的交流形式。语音也有可能成为与计算机交互的重要模式。本文综述了言语运动障碍患者的言语和说话人识别。说话人识别通常包括说话人验证和说话人识别。说话人识别是确定哪个已注册说话人提供给定输入样本的过程。说话人验证是对说话人的身份主张进行接受或拒绝的过程。另一方面,语音识别系统面临着语音表示、特征提取技术、语音分类器、数据库和性能评估等方面的挑战。运动语言障碍是一类语言障碍,它扰乱了身体的自然说话能力。基于认知、神经肌肉和肌肉骨骼活动的完整性和整合,这些紊乱的病因各不相同。语言障碍有多种类型,如失用症、杂乱(类似于口吃)、运动障碍、构音障碍、韵律障碍等。本文的主要目的是总结和比较在语音和说话人识别系统的各个阶段使用的已知方法。
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Contemporary speech/speaker recognition with speech from impaired vocal apparatus
Speech is the effective form of communication between human and its environment. Speech also has potential of being important mode of interaction with computer. This review paper deals with both speech and speaker recognition of persons with speech motor disorders. Normally speaker recognition consists of speaker verification and speaker identification. Speaker identification is the process of determining which registered speaker provides a given input sample. Speaker verification is the process of accepting or rejecting the identity claim of a speaker. On the other hand, the speech recognition system deals with the following challenges such as speech representation, feature extraction techniques, speech classifiers, databases and performance evaluation. Motor speech disorders are a class of speech disorder that disturbs the body's natural ability to speak. These disturbances vary in their etiology based on the integrity and integration of cognitive, neuromuscular, and musculoskeletal activities. There are various types of speech disorders like Apraxia, Cluttering (similar to stuttering), Dyspraxia, Dysarthria, Dysprosody and so on. The main objective of this review paper is to summarize and compare the well known methods used in various stages of speech and speaker recognition system.
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