Mitsubishi Electric develops breakthrough in speech separation technology

June 7, 2017
Mitsubishi Electric Research Labs, the North American research arm of Mitsubishi Electric Corporation, announced a breakthrough in speech separation technology.

Mitsubishi Electric Research Labs, the North American research arm of Mitsubishi Electric Corporation, announced a breakthrough in speech separation technology at an annual R&D open house in Tokyo.

The research lab noted it has created the world's first technology that separates in real time the simultaneous speech of multiple unknown speakers recorded with a single microphone. “Solving the so-called ‘cocktail party problem’ has been the holy grail of speech processing for more than 50 years: we finally cracked it,” said Jonathan Le Roux, Ph.D., principal research scientist at MERL and one of the leading  researchers on the project.

In tests, the simultaneous speeches of two and three people were separated with up to 90 and 80 percent accuracy, respectively. The technology, which was achieved using Mitsubishi Electric’s proprietary “deep clustering” method based on artificial intelligence (AI), is expected to contribute to more intelligible voice communications and more accurate automatic speech recognition. A characteristic feature of this approach is its versatility, in the sense that voices can be separated regardless of their language or the gender of the speakers.

Mitsubishi Electric will explore opportunities to apply this new speech separation technology to improve the quality of voice communications and the accuracy of automatic speech recognition in real environments, such as cars, homes and elevators.

“Until now, there has been no effective method to accurately reconstruct the speech of multiple unknown speakers recorded with just one microphone,” said Richard Waters, Ph.D., president, CEO and founding member of Mitsubishi Electric Research Laboratories.

Voice your opinion!

To join the conversation, and become an exclusive member of FleetOwner, create an account today!

Sponsored Recommendations

Leveraging telematics to get the most from insurance

Fleet owners are quickly adopting telematics as part of their risk mitigation strategy. Here’s why.

Reliable EV Charging Solution for Last-Mile Delivery Fleets

Selecting the right EV charging infrastructure and the right partner to best solve your needs are critical. Learn which solution PepsiCo is choosing to power their fleet and help...

Overcoming Common Roadblocks Associated with Fleet Electrification at Scale

Fleets in the United States, are increasingly transitioning from internal combustion engine vehicles to electric vehicles. While this shift presents challenges, there are strategies...

Report: The 2024 State of Heavy-Duty Repair

From capitalizing on the latest revenue trends to implementing strategic financial planning—this report serves as a roadmap for navigating the challenges and opportunities of ...