Speech Recognition Using the Mellin Transform (Paperback) (ISBN-13: 9781288327874)

The purpose of this research was to improve performance in speech recognition. Specifically, a new approach was investigating by applying an integral transform known as the Mellin transform (MT) on the output of an auditory model to improve the recognition rate of phonemes through the scale-invariance property of the Mellin transform. Scale-invariance means that as a time-domain signal is subjected to dilations, the distribution of the signal in the MT domain remains unaffected. An auditory model was used to transform speech waveforms into images representing how the brain "sees" a sound. The MT was applied and features were extracted. The features were used in a speech recognizer based on Hidden Markov Models. The results from speech recognition experiments showed an increase in recognition rates for some phonemes compared to traditional methods.

Author: Jesse R. Hornback
ISBN-10: 1288327870
ISBN-13: 9781288327874
Publisher: Biblioscholar
Language: English
Published: 11/21/2012
Pages: 78
Format: Paperback
Weight: 0.34lbs
Size: 9.69h x 7.44w x 0.16d