Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: As an alternative to synthesis-by-rule, the use of neural networks in speech synthesis has been successfully applied to prosody generation, yet it is not known precisely which input parameters are responsible for good results. The approach presented here tries to quantify the contribution of each input parameter. This is done first by comparing the mean errors of networks trained with only one parameter each and by looking at the performance of a group of networks where each lacks one parameter. In a second approach different networks re perceptually evaluated in a pair comparison test with synthesized stimuli.
['Gerit P. Sonntag', 'Thomas Portele', 'Barbara Heuft']
I am writing a research paper on a idea Prosody generation with a neural network: weighing the importance of input parameters
[{"from": "human", "value": "I am writing a research paper on a idea Prosody generation with a neural network: weighing the importance of input parameters"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: As an alternative to synthesis-by-rule, the use of neural networks in speech synthesis has been successfully applied to prosody generation, yet it is not known precisely which input parameters are responsible for good results. The approach presented here tries to quantify the contribution of each input parameter. This is done first by comparing the mean errors of networks trained with only one parameter each and by looking at the performance of a group of networks where each lacks one parameter. In a second approach different networks re perceptually evaluated in a pair comparison test with synthesized stimuli."}]