Applied Speech Processing: Algorithms and Case Studies: Primers in Biomedical Imaging Devices and Systems
Autor Nilanjan Deyen Limba Engleză Paperback – 22 ian 2021
- Includes basics of speech data analysis and management tools with several applications, highlighting recording systems
- Covers different techniques of big data and Internet-of-Things in speech signal processing, including machine learning and data mining
- Offers a multidisciplinary view of current and future challenges in this field, with extensive case studies on the design, implementation, development and management of intelligent systems, neural networks, and related machine learning techniques for speech signal processing
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Specificații
ISBN-13: 9780128238981
ISBN-10: 0128238984
Pagini: 206
Dimensiuni: 152 x 229 x 25 mm
Greutate: 0.29 kg
Editura: ELSEVIER SCIENCE
Seria Primers in Biomedical Imaging Devices and Systems
ISBN-10: 0128238984
Pagini: 206
Dimensiuni: 152 x 229 x 25 mm
Greutate: 0.29 kg
Editura: ELSEVIER SCIENCE
Seria Primers in Biomedical Imaging Devices and Systems
Cuprins
1. Comparative Analysis of Machine Learning Algorithms for Audio Event Classification using Mel Frequency Cepstral Coefficients2. Closed-Set Speaker Identification System based on MFCC and PNCC features in Combination with Different Fusion Strategy3. Kurtosis Data Selective Affine Projection Adaptive Filtering Algorithm for Speech Processing Applications4. A novel approach towards phoneme-to-viseme mapping in Malayalam5. Modified Least Mean Square Adaptive Noise Reduction Algorithm for Speech Enhancement6. Recursive noise estimation-based Wiener filtering for monaural speech enhancement7. Unsupervised Speech Enhancement based on Phase Aware Time-Frequency Mask Estimation