Skip to main content

Microsoft Says Its Speech Recognition System Achieves New Accuracy Milestone

Microsoft's conversational speech recognition system - designed to accurately recognises the words in a conversation like humans do - has reached a 5.1 percent error rate, its lowest so far.

This milestone means that, for the first time, a computer can recognise the words in a conversation as well as a person would.

"Our research team reached that 5.1 percent error rate with our speech recognition system, a new industry milestone, substantially surpassing the accuracy we achieved last year," Microsoft said in a blog post late on Sunday.

Last year in October, the team from Microsoft Artificial Intelligence and Research reported a speech recognition system that makes the same or fewer errors than professional transcriptionists.

The researchers had then reported a word error rate (WER) of 5.9 percent.

"Last year, Microsoft's speech and dialog research group announced a milestone in reaching human parity on the 'Switchboard' conversational speech recognition task, meaning we had created technology that recognised words in a conversation as well as professional human transcribers," said Xuedong Huang, Technical Fellow, Microsoft.

'Switchboard' is a corpus of recorded telephone conversations that the speech research community has used for more than 20 years to benchmark speech recognition systems.

The task involves transcribing conversations between strangers discussing topics such as sports and politics.

The team used "Microsoft Cognitive Toolkit 2.1" (CNTK), the most scalable deep learning software available, for exploring model architectures.

Additionally, Microsoft's investment in cloud compute infrastructure, specifically Azure GPUs, helped improve the effectiveness and speed.

Reaching human parity with an accuracy on par with humans has been a research goal for the last 25 years.

"Microsoft's willingness to invest in long-term research is now paying dividends for our customers in products and services such as Cortana, Presentation Translator, and Microsoft Cognitive Services," the post read.

"Moving from recognizing to understanding speech is the next major frontier for speech technology," the post added.
#CSism #CSismTechnologies #TechnologyTonic #Tech #TechnologyNews

Labels

Labels:
Location: B/102, 1st Floor, Ambo Patil Estate, Old VIVA College Road, Above Canara Bank, Opp. Reliance Mall, Virar, Maharashtra 401303, India

Comments

Post a Comment

Thank you for Reading our BLOG

Popular posts from this blog

Airtel, Symantec partner to provide cyber security services to businesses in India

Under this partnership, Airtel will be the exclusive cyber security services partner for Symantec in India and will distribute Symantec's enterprise security software mainly targeting the B2B sector. Airtel and Symantec have announced a strategic partnership with the goal of tackling cyber threats and providing top of the line cyber security solutions to businesses in India. The partnership aims to address the challenges of the cloud generation with Symantec’s Integrated Cyber Defense Platform. It also aims to provide their customers with greater visibility, stronger protection and prevention, and better control of critical assets, users and data. Gopal Vittal, MD & CEO, Bharti Airtel said, “Increasingly sophisticated cyber threats with a potential to disrupt business continuity are the new normal in today’s digitally connected world. Enterprises need to guard against these emerging threats and Airtel, with its experience in serving businesses with integrated conne...
Post a Comment
Read more
iOS 11's Beta Version Has A 'Cop Lock' Feature That Lets You Quickly Deactivate Your Touch ID Apple seems to be paying attention to the rising instances of law enforcement agencies abusing their power in the US. The company is giving its users an old way to protect themselves. It is now adding a quick way to disable your Touch ID in iOS 11. The new feature lets iPhone users tap the power button five times in quick succession to call emergency helplines. Take note, it doesn’t automatically dial for you. Instead, it brings up a quick menu where you can tap to dial, while also offering you the option to temporarily disable your Touch ID until you enter a passcode.
Post a Comment
Read more