Inside vehicle

Recognising audio events and acoustic scenes inside the car enables vehicles to make intelligent safety adjustments when drivers are potentially distracted, such as increasing distance from the car in front, or improving the quality of audio playback in a noisy car environment.

Outside vehicle

Listening out to the world enables the car to help the driver by making intelligent adjustments, increasing transparency or providing notifications. Examples include detecting emergency vehicles and other important audible cues.

Sound recognition plays a key role alongside the array of other sensors.

Sound profiles for automotive

Sound recognition is complementary to other sensors used in assisted and autonomous vehicles.

Dog bark

Baby cry

Window glass break

Smoke/CO alarm

Outdoor glass break

Speech

AA_Carhorn_Darkblue

Car alarm

Acoustic scene recognitioni

Snoring

Laugh

Acoustic guitar

Clapping

Singing

Applause

Music

Door knock

Bicycle bell

Vehicle approaching

Emergency vehicle siren

Indoor physical scene

Outdoor physical scene

Running footsteps

Shushing

Warning shout

Latest news

Patent US010783434: Application of loss functions for training sound event recognition systems

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Why real sounds matter for machine learning

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