Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The scarcity of available multi-track recordings constitutes a severe constraint on the training of probabilistic models for voice extraction from polyphonic music.  propose a novel training method to estimate a spectral envelope of a singing voice that makes it possible to train the models from a polyphonic music without segregating a singing voice.  implement this method as an extension to the existing W-PST method, which concurrently estimates singing voice fundamental frequency (F0) and phoneme from polyphonic music. The novel training method is based on random sampling from probabilistic distributions.  conducted experiments on concurrent F0 and phoneme estimation and confirm the effectiveness of our method.
['Hiromasa Fujihara', 'Masataka Goto']
I am writing a research paper on a idea Concurrent estimation of singing voice F0 and phonemes by using spectral envelopes estimated from polyphonic music
[{"from": "human", "value": "I am writing a research paper on a idea Concurrent estimation of singing voice F0 and phonemes by using spectral envelopes estimated from polyphonic music"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The scarcity of available multi-track recordings constitutes a severe constraint on the training of probabilistic models for voice extraction from polyphonic music.  propose a novel training method to estimate a spectral envelope of a singing voice that makes it possible to train the models from a polyphonic music without segregating a singing voice.  implement this method as an extension to the existing W-PST method, which concurrently estimates singing voice fundamental frequency (F0) and phoneme from polyphonic music. The novel training method is based on random sampling from probabilistic distributions.  conducted experiments on concurrent F0 and phoneme estimation and confirm the effectiveness of our method."}]