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Environmental Noise and Automatic Speech Recognition

In order to make human computer interaction more users friendly and natural, it is important to minimize the speech recognition errors. The automatic speech recognition technology can be greatly improved by adding the knowledge of current environment, user's emotional state, canceling the noise in the environment and overcoming the inter-speaker speech variations. A great amount of work is already performed in other areas such as Natural Language Processing and to reduce the ASR errors. In this research paper we will answer the question: “Is the level of noise in the surrounding environment related to the performance of Automatic Speech Recognition technology in Human - Computer Spoken Dialogues”?

Main objective of this report is to identify the relationship of the environmental noise on the performance of Automatic Speech Recognition Technology.

Added: 1026 days ago by nawaz5566

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