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  • [长文笔记]面向机器学习的语音信号处理 (一) - 知乎
    搞了一段时间的TTS，music generation，总感觉背后的内功积累不够。 有幸在youtube上找到了一个大神的课程：Audio Signal Processing for Machine Learning, 来自Valerio Velardo: https: www youtube com watch?v…
  • Audio signal processing - Wikipedia
    Audio signal processing is a subfield of signal processing that is concerned with the electronic manipulation of audio signals Audio signals are electronic representations of sound waves — longitudinal waves which travel through air, consisting of compressions and rarefactions
  • Westlake - 李晓飞实验室
    This will leverage advanced (microphone array) signal processing and deep learning techniques to efficiently employ temporal, spatial and spectral cues of sound recordings, with an emphasis
  • Audio Signal Processing for Music Applications - Coursera
    In this course you will learn about audio signal processing methodologies that are specific for music and of use in real applications
  • Audio Signal Processing - an overview | ScienceDirect Topics
    Audio signal processing refers to the manipulation and analysis of sound signals to enhance or reproduce audio for human listeners, encompassing applications such as high fidelity music reproduction, voice telecommunications, and synthetic speech
  • Deep Learning for Audio Signal Processing - CSDN博客
    本文综述了音频信号处理领域的深度学习技术。 介绍了常用方法、特征表示和模型，如卷积神经网络、长短时记忆网络等。 阐述了深度学习在音频识别、合成和转换等方面的应用，最后探讨了深度学习应用于该领域的关键问题和未来研究方向。 文章为翻译，仅供学习参考。 最近深度学习的发展势头迅猛，本文对音频信号处理领域的最新深度学习技术进行了综述。 文章将语音、音乐和环境声音处理并列考虑，以指出这些领域之间的相似性和差异性，突出总结了常用的方法、问题、重要参考文献，并探讨了各领域之间的相互交叉借鉴的潜力。 综述了主要的特征表示方法（尤其是对数-梅尔谱和原始波形）和深度学习 模型，包括卷积神经网络、长短时记忆网络的变体，以及更加符合音频特性的神经网络模型。
  • Audio Signal Processing | Springer Nature Link
    In this chapter, we review the basic methods for audio signal processing, mainly from the point of view of audio classification General properties of audio signals are discussed followed by a description of time-frequency representations for audio
  • Deep Learning for Audio Signal Processing - IEEE Xplore
    Given the recent surge in developments of deep learning, this paper provides a review of the state-of-the-art deep learning techniques for audio signal processing
  • New Advances in Audio Signal Processing - MDPI
    This Editorial provides an overview of the most recent and advanced applications of audio signal technology, whether used for their processing or analysis
  • [长文笔记]面向机器学习的语音信号处理 (三) - 知乎
    记录语音信号处理方面的基本知识。 有幸在youtube上找到了一个大神的课程：Audio Signal Processing for Machine Learning, 来自Valerio Velardo: https: www youtube com watch?v=iCwMQJnKk2c list=PL-wATfey…





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