Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A major problem with speech recognition interfaces is the detection and correct rejection of words that lie outside of the command vocabulary. Given the limited resources provided to an interface, any method that is used to detect out-of-vocabulary (OOV) words should ideally require minimal computational resources. A new utterance verifier is proposed which detects OOV words efficiently using confidence measures calculated for additional words in the N-best list. This approach can be used with any existing confidence measure.  implement this utterance verifier with three different confidence measures and obtain a 3-16% improvement over their standard implementation.
['Graham Greenland', 'Willy Wong', 'Hans Kunov']
I am writing a research paper on a idea Improving utterance verification using additional confidence measures in isolated speech recognition interfaces
[{"from": "human", "value": "I am writing a research paper on a idea Improving utterance verification using additional confidence measures in isolated speech recognition interfaces"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A major problem with speech recognition interfaces is the detection and correct rejection of words that lie outside of the command vocabulary. Given the limited resources provided to an interface, any method that is used to detect out-of-vocabulary (OOV) words should ideally require minimal computational resources. A new utterance verifier is proposed which detects OOV words efficiently using confidence measures calculated for additional words in the N-best list. This approach can be used with any existing confidence measure.  implement this utterance verifier with three different confidence measures and obtain a 3-16% improvement over their standard implementation."}]