Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  deals with the problem of predicting the average intelligibility of noisy and potentially processed speech signals, as observed by a group of normal hearing listeners.  propose a prediction model based on the hypothesis that intelligibility is monotonically related to the the amount of Shannon information the critical-band amplitude envelopes of the noisy/processed signal convey about the corresponding clean signal envelopes. The resulting intelligibility predictor turns out to be a simple function of the correlation beten noisy/processed and clean amplitude envelopes. The proposed predictor performs ll ( ρ> 0.95) in predicting the intelligibility of speech signals contaminated by additive noise and potentially non-linearly processed using time-frequency ighting. Index Terms: Intelligibility prediction. Mutual information. Auditory model. Time-frequency ighting. Single-channel noise reduction.
['Jesper Jensen', 'Cees H. Taal']
I am writing a research paper on a idea Prediction of Intelligibility of Noisy and Time-Frequency Weighted Speech based on Mutual Information Between Amplitude Envelopes
[{"from": "human", "value": "I am writing a research paper on a idea Prediction of Intelligibility of Noisy and Time-Frequency Weighted Speech based on Mutual Information Between Amplitude Envelopes"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  deals with the problem of predicting the average intelligibility of noisy and potentially processed speech signals, as observed by a group of normal hearing listeners.  propose a prediction model based on the hypothesis that intelligibility is monotonically related to the the amount of Shannon information the critical-band amplitude envelopes of the noisy/processed signal convey about the corresponding clean signal envelopes. The resulting intelligibility predictor turns out to be a simple function of the correlation beten noisy/processed and clean amplitude envelopes. The proposed predictor performs ll ( \u03c1> 0.95) in predicting the intelligibility of speech signals contaminated by additive noise and potentially non-linearly processed using time-frequency ighting. Index Terms: Intelligibility prediction. Mutual information. Auditory model. Time-frequency ighting. Single-channel noise reduction."}]