This paper provides a brief survey of the basic concepts and algorithms used for Machine
Learning and its applications. We begin with a broader definition of machine learning and …

During the last decade, CD-quality digital audio has essentially replaced analog audio.
Emerging digital audio applications for network, wireless, and multimedia computing …

We present SoundStream, a novel neural audio codec that can efficiently compress speech,
music and general audio at bitrates normally targeted by speech-tailored codecs …

Aims and Scope This book is both an introductory textbook and a research monograph on
modeling the statistical structure of natural images. In very simple terms,“natural images” are …

A digital filter can be pictured as a" black box" that accepts a sequence of numbers and
emits a new sequence of numbers. In digital audio signal processing applications, such …

With 26 entirely new and 5 extensively revised chapters out of the total of 39, the Mobile
Communications Handbook, Third Edition presents an in-depth and up-to-date overview of …

With the growing impact of information technology on daily life, speech is becoming
increasingly important for providing a natural means of communication between humans …

A sawtooth waveform inspired pitch estimator (SWIPE) has been developed for speech and
music. SWIPE estimates the pitch as the fundamental frequency of the sawtooth waveform …

Speech coding is a highly mature branch of signal processing deployed in products such as
cellular phones, communication devices, and more recently, voice over internet protocol …

An in-depth treatment of algorithms and standards for perceptual coding of high-fidelity
audio, this self-contained reference surveys and addresses all aspects of the field. Coverage …