Business Wire

BEHAVOX

Share
Behavox Research on Continual Learning Featured in International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Behavox , which provides a suite of security products that help compliance, HR, and security teams protect their company and colleagues from bad actors, today announced that its academic research paper on artificial intelligence “Continual learning using lattice-free MMI for speech recognition” has been accepted by the International Conference on Acoustics, Speech, and Signal Processing (ICASSP). ICASSP is the world's largest and most comprehensive technical conference focused on signal processing and its applications. Behavox presented this paper in Singapore for IEEE ICASSP 2022 on May 9, 2022.

“Sometimes scientists do research for science’s sake and society is unlikely to see benefits in the near future. In contrast, we pushed science to a new frontier to find a solution to a current problem,” said Behavox CTO Joseph Benjamin. “We are honored to have received recognition from such a prestigious conference and are very proud of our team and the work they did.”

The paper, written by Behavox’s Machine Learning team, addresses challenges of continuously improving speech recognition systems in privacy-preserving settings. This research directly links to Behavox’s R&D approach for providing customers with the best transcription quality in the financial market. In FinTech, the language and the data that Behavox systems have to reliably process rapidly change over time, with the rise of cryptocurrencies and video communications being but two examples.

Consequently, machine learning models must be frequently updated on relevant data. To make such updates possible without undermining data privacy, the model should be able to gradually improve inside secure client environments without access to historical data and data from other customers. This is a challenging problem in machine learning due to catastrophic forgetting, where after improving on a specific type of data, the model starts to perform badly on previously learned data.

The Behavox ICASSP paper contributes to the field of continual learning for speech recognition. Authors propose a novel algorithm that extends and refines the commonly used Learning Without Forgetting (LWF) technique, which relies on a regularization term and forces neural networks to reduce forgetting. More specifically, the authors designed a novel sequence level neural network training loss that can be used instead of conventional point-wise LWF. They demonstrated a significant reduction of forgetting when the neural network is fine-tuned sequentially on various accents and speech styles.

Behavox has found that the use of voice platforms has increased 94 percent year-over-year and that on average almost a third of all workplace communications take place via phone or video conference calls.

This technique has already been successfully applied to its Danish system, where the collaborative work of Behavox linguists, the machine learning team, and a customer allowed Behavox to build its first Danish transcription system that reliably works on banking data.

About Behavox

Behavox provides a suite of security products that help compliance, HR, and security teams protect their company and colleagues from bad actors.

Through AI-powered analysis of all corporate communications data, including email, instant messaging, voice, and video conferencing platforms, Behavox helps organizations identify illegal, immoral, and malicious behavior in the workplace.

Founded in 2014, Behavox is headquartered in Montreal and has offices in New York City, London, Seattle, Singapore, and Tokyo.

Link:

ClickThru

About Business Wire

Business Wire
Business Wire
101 California Street, 20th Floor
CA 94111 San Francisco

http://businesswire.com

Subscribe to releases from Business Wire

Subscribe to all the latest releases from Business Wire by registering your e-mail address below. You can unsubscribe at any time.

Latest releases from Business Wire

SCENTMATIC's AI "KAORIUM" Debuts at THAMEEN Fragrance Launch in London's Selfridges4.7.2025 11:13:00 CEST | Press release

SCENTMATIC Inc., a leader in scent digitalization, introduced its AI-powered scent-to-language system, KAORIUM, at the THAMEEN Fragrance new product launch event. This pivotal event took place from June 5 to 11, 2025, at Selfridges department store in London, UK. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20250703662207/en/ State of exhibition Global Expansion: KAORIUM Establishes UK Presence Europe leads the global fragrance market, with the UK projected to reach US$2.82 billion by 2033. Recognizing this, SCENTMATIC is rapidly expanding its international footprint. In May 2024, SCENTMATIC established its overseas subsidiary, KAORIUM, in London, appointing industry expert Ben Yanoushek as CEO. Official UK operations commenced on February 1, 2025, with the launch of its dedicated website: www.kaorium.com. KAORIUM Trialed at "Florentine Diamond" Launch Event The "Florentine Diamond" launch event for luxury brand THAMEEN Frag

Andersen Consulting samarbejder med Mercurial Minds om at forbedre mulighederne inden for digital transformation4.7.2025 01:10:00 CEST | Pressemeddelelse

Andersen Consulting udvider sit udbud af teknologidrevne løsninger med tilføjelsen af samarbejdsfirmaet Mercurial Minds (M.M.), et konsulentfirma inden for digital transformation, AI og IT med base i Pakistan. M.M. blev grundlagt i 2013 og tilbyder en række tjenester, der er designet til at hjælpe organisationer med at udvikle sig og skalere, herunder i forbindelse med deres digitale transformationsstrategi, AI-tjenester, it-rådgivning og udvikling af robuste mobil- og webbrugeroplevelser. Firmaet leverer end-to-end-løsninger – udformning af datadrevne køreplaner, udvikling af intelligent automatisering og levering af sikre mobil- og weboplevelser, der kan skaleres – skræddersyet til virksomheder, der ønsker at forbedre sine forbindelsesmulighederne og opnå indsigter i realtid. M.M. betjener en bred vifte af brancher med fokus på finans, telekommunikation og andre dataintensive sektorer. "Dette samarbejde er en katalysator," siger Nabeel Saiyer, administrerende direktør for M.M. "Vores

Global Tourism Surging Ahead of Economic Growth, With Visits to Hit 30 Billion by 20344.7.2025 01:00:00 CEST | Press release

The World Economic Forum report, in collaboration with Kearney and the Ministry of Tourism Saudi Arabia, predicts a significant uptick in tourist trips across the globeThe tourism sector will contribute $16 trillion to global GDP (more than 11% of the global economy) by 2034, according to World Travel & Tourism Council estimates (WTTC)India and China will be responsible for more than 25% of all outbound travel by 2030 The World Economic Forum has today published a new report forecasting that the travel and tourism industry is projected to serve 30 billion tourist trips by 2034. Travel and Tourism at a Turning Point: Principles for Transformative Growth, produced in collaboration with Kearney and the Ministry of Tourism Saudi Arabia, reveals a projected $16 trillion contribution to global GDP by the same year—representing more than 11% of the total world economy, according to World Travel & Tourism Council estimates. The report also found that the sector is expanding 1.5 times faster th

The 2025-2026 World Branding Awards Animalis Edition Honouring Leading Pet and Animal Brands Globally3.7.2025 21:00:00 CEST | Press release

The 2025-2026 World Branding Awards Animalis Edition marked its fifth instalment, bringing together leading pet and animal brands from all around the world. These brands were celebrated for their outstanding achievements, earning recognition as National, Regional, and Global Winners. The awards ceremony, held at Vienna's prestigious Hofburg Palace, welcomed winners across diverse categories, including pet food, retail, wellness, pet exhibitions, and aquatic products. Mounia Berrada-Gouzi expertly hosted the evening, which culminated in a grand celebration of brand excellence. “The Animalis Edition of the World Branding Awards recognises brands that have achieved the highest distinction—genuine recognition in the hearts and minds of consumers. Tonight, we honour those whose names resonate globally, whose values inspire loyalty, and whose presence defines excellence in the pet and animal industry,” said Richard Rowles, Chairman of the World Branding Forum. Out of over 950 brands nominate

Venture Global Announces 20-Year Sales and Purchase Agreement with PETRONAS3.7.2025 14:59:00 CEST | Press release

Today, Venture Global, Inc. (NYSE: VG) announced the execution of a new 20-year Sales and Purchase Agreement (SPA) with PETRONAS LNG Ltd. (PLL), a subsidiary of the Malaysian state-owned oil and gas company, PETRONAS. Under the terms of the SPA, PETRONAS will purchase 1 million tonnes per annum (MTPA) of liquefied natural gas (LNG) from Venture Global’s third facility, CP2 LNG, for 20 years. This builds upon Venture Global’s existing agreement with PETRONAS for 1 MTPA of LNG supply from Plaquemines LNG. PETRONAS, a world-class partner in the LNG industry, joins other CP2 LNG customers in Europe, Asia and the rest of the world in a strategically important project to global energy supply and security. To date, approximately 10.75 MTPA of the 14.4 MTPA nameplate capacity for CP2 Phase One has been sold. About Venture Global Venture Global is a long-term, low-cost provider of U.S. LNG sourced from resource rich North American natural gas basins. Venture Global’s business includes assets ac

In our pressroom you can read all our latest releases, find our press contacts, images, documents and other relevant information about us.

Visit our pressroom
World GlobeA line styled icon from Orion Icon Library.HiddenA line styled icon from Orion Icon Library.Eye