#Ibm watson speech to text project ideas software

#Ibm watson speech to text project ideas software

In association with Carnegie Mellon University, IBM created the Open Advancement of Question Answering (OAQA) initiative 'to provide a foundation for effective collaboration among researchers to accelerate the science of automatic question answering.' Among other things, this initiative is intended to enable adapting Watson's software to new data domains and problem types.Īlthough Watson is certainly a powerful computer loaded with lots of data, as described in this PBS video, the software is very much a key ingredient here many new algorithms and approaches were needed to make Watson competitive with strong human players. The open-domain QA problem is attractive as it is one of the most challenging in the realm of computer science and artificial intelligence, requiring a synthesis of information retrieval, natural language processing, knowledge representation and reasoning, machine learning, and computer-human interfaces. In fact, it's loaded with millions of documents-making the fact that it, like the human contestants, isn't hooked up to the Internet something of a red herring. And, although the disk and memory specs aren't nearly so impressive, remember that we're just talking about text-based data here. To put this in perspective, by my estimate, Watson would have been the fastest supercomputer in the world on the TOP500 list just five years ago. IBM Watson has a total of 2880 POWER7 cores. These ninety POWER 750 servers have four POWER7 processors, each with eight cores. This is enclosed in ten racks including the servers, networking, shared disk system, and cluster controllers. IBM Watson is comprised of ninety IBM POWER 750 servers, 16 Terabytes of memory, and 4 Terabytes of clustered storage. Is Watson just about brute force then? One might think so. So Watson is in no real sense thinking and the use of the term 'understanding' in the context of Watson should be taken as anthropomorphism rather than a literal description.