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Psychoacoustic Loss Functions for Neural Audio Coding ...

    https://saige.sice.indiana.edu/research-projects/pam-nac/#:~:text=For%20example%2C%20psychoacoustics%20says%20that%20not%20every%20frequency,other%20sound%20components%20that%20are%20nearby%20and%20soft.
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9 Psychoacoustic Sound Design Tricks To Improve Your …

    https://getthatprosound.com/hacking-your-listeners-ears-9-psychoacoustic-sound-design-tricks-to-improve-your-music/
    This basically falls under the heading of psychoacoustics, and with knowledge of a few psychoacoustic principles, there are ways that you can essentially ‘hack’ the hearing system of your listeners to bring them a more powerful, clear and ‘larger than life’ exciting experience of your music.Knowing how the hearing system interprets the sounds we make, we can creatively …

Psychoacoustic Model - an overview | ScienceDirect Topics

    https://www.sciencedirect.com/topics/computer-science/psychoacoustic-model
    Psychoacoustic models for example incorporate filter banks that simulate the frequency resolution of the human auditory system. Furthermore, these models consider psychoacoustic properties, such as masking, specific loudness sensation, and …

Psychoacoustics: How Your Brain Affects Your Mix | …

    https://blog.landr.com/psychoacoustics/
    For example, cognitive psychoacoustics show up in situations where a listener’s internal bias affects how they evaluate different elements in the production process. I’m talking about situations like choosing between cheap or expensive gear, or different audio file formats.

Psychoacoustics: How Perception Influences Music …

    https://www.izotope.com/en/learn/psychoacoustics-how-perception-influences-music-production.html
    Psychoacoustics: How Perception Influences Music. Production. Though we can measure sound with meters and spectrum analyzers, how we experience it is a matter of human perception—otherwise known as the field of psychoacoustics. Even if you aren’t aware of the term, you likely engage with psychoacoustic principles in music production on a ...

42 Audio Illusions & Phenomena! - Part 1/5 of ...

    https://www.youtube.com/watch?v=OiW8gzBGz1A
    You must disable audio enhancement before listening !!!***On windows "disable all enhancements" for all devices, on mac disable "sound enhancer", on m...

Psychoacoustic Loss Functions for Neural Audio Coding ...

    https://saige.sice.indiana.edu/research-projects/pam-nac/
    We think the cost function can be better defined. For example, psychoacoustics says that not every frequency subband is equally important [2] Painter and A. Spanias, “Perceptual coding of digital audio,” Proceedings of the IEEE, vol. 88, no. 4, pp. 451–515, 2000.. An example would be the simultaneous masking effect, which describes the situation that a peak in the spectrum …

Beyond $L_p$ clipping: Equalization-based …

    https://arxiv.org/abs/2110.13250
    Both types have been shown to be vulnerable to adversarial audio examples that sound benign to the human ear but force the ASR to produce malicious transcriptions. Of these attacks, only the "psychoacoustic" attacks can create examples with relatively imperceptible perturbations, as they leverage the knowledge of the human auditory system.

Imperceptible, Robust and Targeted Adversarial Examples ...

    https://cseweb.ucsd.edu/~yaq007/imperceptible-robust-adv.html
    First, we develop effectively imperceptible audio adversarial examples (verified through a human study) by leveraging the psychoacoustic principle of auditory masking, while retaining 100% targeted success rate on arbitrary full-sentence targets. Next, we make progress towards physical-world over-the-air audio adversarial examples by constructing perturbations which …

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