However, you can convert light into sound through the photoacoustic effect [2], and curiously enough, you can recover sound from images through light [3].
[1] Listen to the sound of the kilonova -- the Gravitational Waves Announcement Chirp https://www.ligo.org/science/GW-Inspiral.php
https://theconversation.com/explainer-why-you-can-hear-gravi...
[2] Converting sunlight into audible sound by means of the photoacoustic effect: The Heliophone [pdf] https://core.ac.uk/download/pdf/80794107.pdf
https://en.wikipedia.org/wiki/Photoacoustic_spectroscopy
[3] Veritasium: Can You Recover Sound From Images? [video] https://www.youtube.com/watch?v=eUzB0L0mSCI
See the research Abe Davis is doing on visual vibration analysis: http://abedavis.com