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Data-driven Approaches in Acoustic Signal Processing: Methods and Applications

  1. The presence of degradations in speech signals, which causes acoustic mismatch between training and operating conditions, deteriorates the performance of many speech-based systems. A variety of enhancement tec...

    Authors: Yuki Saishu, Amir Hossein Poorjam and Mads Græsbøll Christensen

    Citation: EURASIP Journal on Audio, Speech, and Music Processing 2021 2021:9

    Content type: Research

    Published on:

  2. Over the recent years, machine learning techniques have been employed to produce state-of-the-art results in several audio related tasks. The success of these approaches has been largely due to access to large...

    Authors: Rajat Hebbar, Pavlos Papadopoulos, Ramon Reyes, Alexander F. Danvers, Angelina J. Polsinelli, Suzanne A. Moseley, David A. Sbarra, Matthias R. Mehl and Shrikanth Narayanan

    Citation: EURASIP Journal on Audio, Speech, and Music Processing 2021 2021:7

    Content type: Research

    Published on:

  3. Two novel methods for speaker separation of multi-microphone recordings that can also detect speakers with infrequent activity are presented. The proposed methods are based on a statistical model of the probab...

    Authors: Bracha Laufer-Goldshtein, Ronen Talmon and Sharon Gannot

    Citation: EURASIP Journal on Audio, Speech, and Music Processing 2021 2021:5

    Content type: Research

    Published on: