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Tire Noise evaluation with Driving Simulators

Introduction Recent driving simulators have reached a level where they can run large-scale physics-based simulations, reproducing vehicle behavior and acoustic phenomena with high fidelity. In modern automotive development, the concept of zero prototype development—building virtual prototypes in dig…
10 months ago

#2 “Tasting” Sounds by an A.I. Sound Sommelier (inter-noise 2024, Nantes, France)

If you sow a seed, it will surely sprout. In Buddhism, this is called the “law of cause and effect.” Of course, we always wish to sow good seeds and see good sprouts. Sometimes, however, unexpected gifts come when we take a bold step forward. In 2023, right after my conference presentations, I recei…
10 months ago

SSDS/JMAC2025

On September 4th and 5th, I participated in SSDS/JMAC 2025 at Chuo University. It was a valuable opportunity not only to give a lecture but also to talk with many people. I would like to express my gratitude to the organizers and to Professor Toi. My lecture was on AI-based sound quality evaluation …
10 months ago

#3 Shin-Sound Quality Evaluation(JSAE Spring Conference 2023, Yokohama / Inter-noise 2023, Chiba)

At the end of 2020, when the world slowed down under the pandemic, I decided to take an unexpected path: studying artificial intelligence. The spark came from a playful idea—reversing the initials of my institute, Yokohama Institute of Acoustics (YIA), into AIY—AI Ypsilon. It was a joke at first, bu…
11 months ago

#4 “PUYO-Swarovski” sound (inter-noise 2013, Innsbruck, Austria)

It all began in 2011, when a Nissan engineer invited me to a special session at Inter-noise 2011 in Osaka. By then, I had already presented my work on electric vehicle sounds—what we now call AVAS (Acoustic Vehicle Alerting System)—at the JSAE Spring Conference 2010. That presentation opened the doo…
11 months ago

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