HCCLMay 8, 2013

Speech: A Challenge to Digital Signal Processing Technology for Human-to-Computer Interaction

arXiv:1305.1925v16 citations
AI Analysis

This addresses the challenge of making computers perceive and communicate like humans, but it appears incremental as it focuses on basic speech processing without novel breakthroughs.

The paper tackles the problem of enabling natural human-computer interaction through speech, aiming to develop a system that converts speech to text and text to speech as a step toward virtual reality.

This software project based paper is for a vision of the near future in which computer interaction is characterized by natural face-to-face conversations with lifelike characters that speak, emote, and gesture. The first step is speech. The dream of a true virtual reality, a complete human-computer interaction system will not come true unless we try to give some perception to machine and make it perceive the outside world as humans communicate with each other. This software project is under development for listening and replying machine (Computer) through speech. The Speech interface is developed to convert speech input into some parametric form (Speech-to-Text) for further processing and the results, text output to speech synthesis (Text-to-Speech)

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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