Friday, October 28, 2016

Microsoft Researchers Reach Human Parity in Conversational Speech Recognition


Cortana
The sophisticated technology of recognizing speeches has turned out to be one of the most popular innovations. From individuals to organizations, this technology may play a significant role. So, recently, Microsoft has brought good news for those, who want to make use of this latest technology. The newly developed speech recognition system of Microsoft is highly competent to recognize any human speech just as we do.

This new Microsoft software may transcribe or record any conversation in the most accurate way. In addition to it, the interesting feature of the software is that it tracks the conversations, and at the same time, it puts all words in the right framework. Thus, perfect transcriptions are possible with the help of this software.

The error rates of the software-

The research professionals of Microsoft have really made introduced the best features in the software. However, one thing to be noted in case of Microsoft’s voice recognition system is that it is not completely perfect. There are some possibilities of mishearing words. The rate of speech error in the task of transcribing any conversation is about 5.9 %. This percentage may be compared to a proficient transcriptionist’s error level. One of the major members of Microsoft’s team, Xuedong Huang has announced this unique fact about the software. This is truly a significant achievement of the company. Microsoft’s scientists have also declared that they are first to allow a computer in recognizing voice, like a human being.

An incredible invention of the researchers-

The vice president of the Research department, Harry Shum has also expressed their views that few years ago, they had not believed about the possibility of such accomplishment. The result of all efforts has been realized after carrying out a thorough research on the voice recognition for several years. In the past decades, when the researchers of Microsoft were making considerable struggles for developing an improved software system, many technology-related agencies had co-operated in their pursuit. After working on the technology for about 20 years, the success has been achieved ultimately.

In the previous years, the other technologies, like Siri (Apple) and cognitive computing tool (IBM) have been considered as the most resourceful ones. And now, the speech recognition program proves its effectiveness and potentials. In fact, Microsoft may also utilize this tool to improve the abilities of Xbox system of gaming.

Various techniques applied to make the system-

The group of researchers has tried out different approaches in order to have progress. One of the major aspects is that they have used neural system, in which the various details have been applied. Different words have been exposed as the vectors consistently. They have been positioned together for instructing the PC to know the patterns, seen in true human voice. In fact, Computational Network Toolkit is the major system, which has been used for reaching the goals. After using it, the experts have also attempted to improve the function in practical settings, such as, noisy background.

In this ways, Microsoft’s researchers have created the latest software, and they expect that in future the system may also give individual names and identities to the speakers.

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