HEAR ME -
Speech Blog
HEAR ME - Speech Blog  |  Read more October 25, 2018 - Biometrics’ Place in the Embedded Industry
HEAR ME - Speech Blog

Archives

Categories

Archive for the ‘consumer electronics’ Category

Voice assistant battles, part three: The challenges

August 13, 2018

It’s not easy to be a retailer today when more and more people are turning to Amazon for shopping. And why not shop online? Ordering is convenient with features such as ratings. Delivery is fast and cheap, and returns are easy and free – if you are Prime member! In April 2018 Bezos reported there are more than 100 million Prime members in the world, and the majority of US households are Prime members. Walmart and Google have partnered in an ecommerce play to compete with Amazon, but Walmart is just dancing with the devil. Google will use the partnership to gather data and invest more in their internal ecommerce and shopping experiences. Walmart isn’t relaxing, and is aggressively pursuing ecommerce and AI initiatives through acquisitions, and its Store #8 that acts as an incubator for AI companies and internal initiatives. Question: why does Facebook have a Building 8 and Walmart have a Store 8 for skunkworks projects?

Read more at Embedded Computing.

Voice assistant battles, part two: The strategic importance

August 6, 2018

Here’s the basic motivation that I see in creating Voice Assistants…Build a cross platform user experience that makes it easy for consumers to interact, control and request things through their assistant. This will ease adoption and bring more power to consumers who will use the products more and in doing so create more data for the cloud providers. This “data” will include all sorts of preferences, requests, searches, purchases, and will allow the assistants to learn more and more about the users. The more the assistant knows about any given user, the BETTER the assistant can help the user in providing services such as entertainment and assisting with purchases (e.g. offering special deals on things the consumer might want). Let’s look at each of these in a little more detail:….

Read more at Embedded Computing

Voice Assistant Battles, part one

July 25, 2018

This is part one in a three part series. Catch part two next week.

I have spoken on a lot of “voice” oriented shows over the years, and it has been disappointing that there hasn’t been more discussion about the competition in the industry and what is driving the huge investments we see today. Because companies like Amazon and Google participate in and sponsor these shows, there is a tendency to avoid the more controversial aspects of the industry. I wrote this blog to share some of my thoughts on what is driving the competition, why the voice assistant space is so strategically important to companies, and some of the challenges resulting from the voice assistant battles…

Read more at Embedded Computing

Smart speakers coming from all over

October 12, 2017

Amazon, Google, Sonos, and LINE all introduced smart speakers within a few weeks of each other. Here’s my quick take and commentary on those announcements.

Amazon now has the new Echo, the old Echo, the Echo Plus, Spot, Dot, Show, and Look. The company is improving quality, adding incremental features, lowering cost, and seemingly expanding its leadership position. They make great products for consumers, have a very strong eco-system, and make very tough products to compete with for both their competitors and their many platform partners that use Alexa.

Read more at Embedded Computing

Here’s what’s next for always listening devices

August 28, 2017

Ten years ago, I tried to explain to friends and family that my company Sensory was working on a solution that would allow IoT devices to always be “on” and listening for a key wake up word without “false firing” and doing it at ultra-low power and with very little processing power. Generally, the response was “Huh?”

Today, I say, “Just like Hey Siri, OK Google, Alexa, Hey Cortana, and so on.” Now, everybody gets it and the technology is mainstream. In fact, next year, Sensory will have technology that’s embedded in IoT devices that listens to all those things (and more). But that’s not good enough.

Read more at Embedded Computing

Staying Ahead with Advanced AI on Devices

June 8, 2017

Since the beginning, Sensory has been a pioneer in advancing AI technologies for consumer electronics. Not only did Sensory implement the first commercially successful speech recognition chip, but we also were first to bring biometrics to low cost chips, and speech recognition to Bluetooth devices. Perhaps what I am most proud of though, more than a decade ago Sensory introduced its TrulyHandsfree technology and showed the world that wakeup words could really work in real devices, getting around the false accept and false reject, and power consumption issues that had plagued the industry. No longer did speech recognition devices require button presses…and it caught on quickly!

Let me go on boasting because I think Sensory has a few more claims to fame… Do you think Apple developed the first “Hey Siri” wake word? Did Google develop the first “OK Google” wake word? What about “Hey Cortana”? I believe Sensory developed these initial wake words, some as demos and some shipped in real products (like the Motorola MotoX smartphone and certain glasses). Even third-party Alexa and Cortana products today are running Sensory technology to wake up the Alexa cloud service.

Sensory’s roots are in neural nets and machine learning. I know everyone does that today, but it was quite out of favor when Sensory used machine learning to create a neural net speech recognition system in the 1990’s and 2000’s.  Today everyone and their brother is doing deep learning (yeah that’s tongue in cheek because my brother is doing it too! (http://www.cs.colorado.edu/~mozer/index.php). And a lot of these deep learning companies are huge multi-billion-dollar business or extremely well-funded startups.

So, can Sensory stay ahead now and continuing pioneering innovation in AI now that everyone is using machine learning and doing AI? Of course, the answer is yes!

Sensory is now doing computer vision with convolutional neural nets. We are coming out with deep learning noise models to improve speech recognition performance and accuracy, and are working on small TTS systems using deep learning approaches that help them sound lifelike. And of course, we have efforts in biometrics and natural language that also use deep learning.

We are starting to combine a lot of technologies together to show that embedded systems can be quite powerful. And because we have been around longer and thought through most of these implementations years before others, we have a nice portfolio of over 3 dozen patents covering these embedded AI implementations. Hand in hand with Sensory’s improvements in AI software, companies like ARM, NVidia, Intel, Qualcomm and others are investing and improving upon neural net chips that can perform parallel processing for specialized AI functions, so the world will continue seeing better and better AI offerings on “the edge”.

Curious about the kind of on-device AI we can create when combining a bunch of our technologies together? So were we! That’s why we created this demo that showcases Sensory’s natural language speech recognition, chatbots, text-to-speech, avatar lip-sync and animation technologies. It’s our goal to integrate biometrics and computer vision into this demo in the months ahead:

Let me know what you think of that! If you are a potential customer and we sign an NDA, we would be happy to send you an APK of this demo so you can try it yourself! For more information about this exciting demo, please check out the formal announcement we made: http://www.prnewswire.com/news-releases/sensory-brings-chatbot-and-avatar-technology-to-consumer-devices-and-apps-300470592.html

Assistant vs Alexa: 8 things not discussed (enough)

October 14, 2016

I watched Sundar and Rick and the team at Google announce all the great new products from Google. I’ve read a few reviews and comparisons with Alexa/Assistant and Echo/Home, but it struck me that there’s quite an overlap in the reports I’m reading and some of the more interesting things aren’t being discussed.

Read the rest at Embedded Computing

Sensory Winning Awards

October 6, 2016

It’s always nice when Sensory wins an award. 2016 has been a special year for Sensory because we won more awards than any other year in our 23 year history!!

Check it out:

Sensory Earns Multiple Coveted Awards in 2016
Pioneering embedded speech and machine vision tech company receiving industry accolades

Sensory Inc., a Silicon Valley company that pioneered the hands-free voice wakeup word approach, today, announced it has won over half a dozen awards in 2016 across its product-line, including awards for products, technologies, and people, covering deep learning, biometric authentication and voice recognition.

The awards presented to Sensory include the following:
AIconics are the world’s only independently judged awards celebrating the drive, innovation and hard work in the international artificial intelligence community. Sensory was initially a finalist along with six other companies in the category of Best Innovation in Deep Learning, and judges determined Sensory to be the overall WINNER at an awards ceremony held in September 2016. The judging panel was comprised of 12 independent professionals spanning leaders in artificial intelligence R&D, academia, investments, journalists and analysts.

CTIA Super Mobility 2016™, the largest wireless event in America, announced more than 70 finalists for its 10th annual CTIA Emerging Technology (E-Tech) Awards. Sensory was nominated in the category of Mobile Security and Privacy for its TrulySecure™ technology, along with Nokia, Samsung, SAP, and others. Sensory was presented with the First Place award for the category in a ceremony on September 2016 at the CTIA Las Vegas event.

Speech Technology magazine, the leading provider of speech technology news and analysis, had its 10th annual Speech Industry Awards to recognize the creativity and notable achievements of key influencers (Luminaries), major innovators (Star Performers), and impressive deployments (Implementation Awards). The editors of Speech Technology magazine selected 2016 award winners based on their industry contributions during the past 12 months. Sensory’s CEO, Todd Mozer, was awarded with a Luminary Award, making it his second time winning the prestigious award. Sensory as a company was awarded the Star Performer award along with IBM, Amazon and others.

Two well-known industry analyst firms issued reports highlighting Sensory’s industry contributions for its TrulyHandsfree product and customer leadership, offering awards for innovations, customer deployment, and strategic leadership.

“Sensory has an incredibly talented team of speech recognition and biometrics experts dedicated to advancing the state-of-the-art of each respective field. We are pleased that our TrulyHandsfree, TrulySecure and TrulyNatural product lines are being recognized in so many categories, across the various industries in which we do business,” said Todd Mozer, CEO of Sensory. “I am also thrilled that Sensory’s research and innovations in the deep learning space has been noticed, generating our company prestigious accolades and management recognition.”

For more information about this announcement, Sensory or its technologies, please contact sales@sensory.com; Press inquiries: press@sensory.com

TrulySecure 2.0 Wins First Place in 2016 CTIA E-Tech Awards

September 9, 2016

Print

We are pleased to announce that Sensory’s TrulySecure technology has earned first place in this year’s CTIA E-Tech Awards. We believe that this recognition serves as a testament to Sensory’s devotion to developing the best embedded speech recognition and biometric security technologies available.

For those of you unfamiliar with TrulySecure – TrulySecure is the result of more than 20 years of Sensory’s industry leading and award-winning experience in the biometric space. The TrulySecure SDK allows application developers concerned about both security and convenience to quickly and easily deploy a multimodal voice and vision authentication solution for mobile phones, tablets, and PCs. TrulySecure is highly secure, environment robust, and user friendly – offering better protection and greater convenience than passwords, PINs, fingerprint readers and other biometric scanners. TrulySecure offers the industry’s best accuracy at recognizing the right user, while keeping unauthorized users out. Sensory’s advanced deep learning neural networks are fine tuned to provide verified users with instant access to protected apps and services, without the all too common false rejections of the right user associated with other biometric authentication methods. TrulySecure features a quick and easy enrollment process – capturing voice and face simultaneously in a few seconds. Authentication is on-device and almost instantaneous.

TrulySecure provides maximum security against unauthorized attempts by mobile identity thieves from breaking into a protected mobile device, while ensuring the most accurate verification rates for the actual user. Compared to published data by Apple, the iPhone’s thumbprint reader offers about in 1:50K chance of a false accept of the wrong user, and the probability of the wrong user getting into the device gets higher when the user enrolls more than one finger. With TrulySecure, face and voice biometrics individually offer a baseline 1:50k false accept rate, but can each be made more secure depending on the security needs of the developer. When both face and voice biometrics are required for user authentication, TrulySecure is virtually impenetrable by anybody but the actual user. As a baseline, TrulySecure’s face+voice authentication offers a baseline of 1:100k False Accept Rate, but can be dialed in to offer as much as a 1:1Million False Accept Rate depending on security needs.

TrulySecure is robust to environmental challenges such as low light or high noise – it works in real-life situations that render lesser offerings useless. The proprietary speaker verification, face recognition, and biometric fusion algorithms leverage Sensory’s deep strength in speech processing, computer vision, and machine learning to continually make the user experience faster, more accurate, and more secure. The more the user uses TrulySecure, the more secure it gets.

TrulySecure offers ease-of-mind specifications: no special hardware is required – the solution uses standard microphones and cameras universally installed on today’s phones, tablets and PCs. All processing and encryption is done on-device, so personal data remains secure – no personally identifiable data is sent to the cloud. TrulySecure was also the first biometric fusion technology to be FIDO UAF Certified.

While we are truly honored to be the recipient of this prestigious award, we won’t rest on our laurels. Our engineers are already working on the next generation of TrulySecure, further improving accuracy and security, as well as refining the already excellent user experience.

Guest blog by Michael Farino

Sensory Earns Two Coveted 2016 Speech Tech Magazine Awards

August 22, 2016

Sensory is proud to announce that it has been awarded with two 2016 Speech Tech Magazine Awards. With some stiff competition in the speech industry, Sensory continues to excel in offering the industry’s most advanced embedded speech recognition and speech-based security solutions for today’s voice-enabled consumer electronics movement.

The 2016 Speech Technology Awards include:

sla2016

Speech Luminary Award – Awarded to Sensory’s CEO, Todd Mozer

“What really impresses me about Todd is his long commitment to speech technology, and specifically, his focus on embedded and small-footprint speech recognition,” says Deborah Dahl, principal at Conversational Technologies and chair of the World Wide Web Consortium’s Multimodal Interactions Working Group. “He focuses on what he does best and excels at that.”

spa2016

Star Performers Award – Awarded to Sensory for its contributions in enabling voice-enabled IoT products via embedded technologies

“Sensory has always been in the forefront of embedded speech recognition, with its TrulyHandsfree product, a fast, accurate, and small-footprint speech recognition system. Its newer product, TrulyNatural, is ground- breaking because it supports large vocabulary speech recognition and natural language understanding on embedded devices, removing the dependence on the cloud,” said Deborah Dahl, principal at Conversational Technologies and chair of the World Wide Web Consortium’s Multimodal Interactions Working Group. “While cloud-based recognition is the right solution for many applications, if the application must work regardless of connectivity, embedded technology is required. The availability of TrulyNatural embedded natural language understanding should make many new types of applications possible.”

– Guest Blog by Michael Farino

 

« Older Entries