Jump to content

The Visual Microphone: Passive Recovery of Sound from Video

DuckDodgers

 

 

When sound hits an object, it causes small vibrations of the object’s surface. We show how, using only high-speed video of the object, we can extract those minute vibrations and partially recover the sound that produced them, allowing us to turn everyday objects—a glass of water, a potted plant, a box of tissues, or a bag of chips—into visual microphones. We recover sounds from highspeed footage of a variety of objects with different properties, and use both real and simulated data to examine some of the factors that affect our ability to visually recover sound. We evaluate the quality of recovered sounds using intelligibility and SNR metrics and provide input and recovered audio samples for direct comparison. We also explore how to leverage the rolling shutter in regular consumer cameras to recover audio from standard frame-rate videos, and use the spatial resolution of our method to visualize how sound-related vibrations vary over an object’s surface, which we can use to recover the vibration modes of an object.

 

Project page

Link to comment
Share on other sites

Link to post
Share on other sites

This is awesome. Its a simple concept really, but to see this kind of thing actually working still amazes me. I would think that resolution may also help with the amount of recoverable data too like if you could get a better frequency response with 4k video over 1080p 

Case: Phanteks Evolve X with ITX mount  cpu: Ryzen 3900X 4.35ghz all cores Motherboard: MSI X570 Unify gpu: EVGA 1070 SC  psu: Phanteks revolt x 1200W Memory: 64GB Kingston Hyper X oc'd to 3600mhz ssd: Sabrent Rocket 4.0 1TB ITX System CPU: 4670k  Motherboard: some cheap asus h87 Ram: 16gb corsair vengeance 1600mhz

                                                                                                                                                                                                                                                          

 

 

Link to comment
Share on other sites

Link to post
Share on other sites

Amazing. The concept makes sense, when you think about it. All that is needed is good software. Maybe in a few years, this can be done on our PCs and even smartphones.

The stone cannot know why the chisel cleaves it; the iron cannot know why the fire scorches it. When thy life is cleft and scorched, when death and despair leap at thee, beat not thy breast and curse thy evil fate, but thank the Builder for the trials that shape thee.
Link to comment
Share on other sites

Link to post
Share on other sites

Very clever. This could certainly be put to use in a number of areas and possibly save a fair amount of money. I like.

PCs

Spoiler
Spoiler

Branwen (2015 build) - CPU: i7 4790K GPU:EVGA GTX 1070 SC PSU: XFX XTR 650W RAM: 16GB Kingston HyperX fury Motherboard: MSI Z87 MPower MAX AC SSD: Crucial MX100 256GB + Crucial MX300 1TB  Case: Silverstone RV05 Cooler: Corsair H80i V2 Displays: AOC AGON AG241QG & BenQ BL2420PT Build log: link 

Spoiler

Netrunner (2020 build) - CPU: AMD R7 3700X GPU: EVGA GTX 1070 (from 2015 build) PSU: Corsair SF600 platinum RAM: 32GB Crucial Ballistix RGB 3600Mhz cl16 Motherboard: Gigabyte Aorus X570i pro wifi SSD: Sabrent Rocket 4.0 1TB Case: Lian Li TU150W black Cooler: Be Quiet! Dark Rock Slim

 

Link to comment
Share on other sites

Link to post
Share on other sites

This form of technology has been used since the Cold War era.

Link to comment
Share on other sites

Link to post
Share on other sites

Haven't I seen this in some movie where an AI hears what someone is saying from the vibrations from a coffee cup on a table?

"M. Aronnax." replied the Canadian, "your arguments are rotten at the foundation. You speak in the future, 'We shall be there! we shall be here!' I speak in the present, 'We are here, and we must profit by it.'"

Link to comment
Share on other sites

Link to post
Share on other sites

Create an account or sign in to comment

You need to be a member in order to leave a comment

Create an account

Sign up for a new account in our community. It's easy!

Register a new account

Sign in

Already have an account? Sign in here.

Sign In Now

×