Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: An efficient music representation based on the matching pursuit (MP) technique with content-adaptive dictionaries (CADs) is investigated in this work. The Gabor atoms are commonly adopted in the MP-based signal representation due to their excellent time-frequency localization property. Hover, the Gabor dictionary may not yield a concise representation for music signals. Music signals have special characteristics which are specified by pitches and durations of music notes. In this work,  exploit music characteristics to create a set of content-adaptive elementary functions called atoms that efficiently capture the inherent structure of music signals. As a result,  are able to project musical signals onto a subspace spanned by atoms from CAD for a concise and efficient representation. The proposed CAD representation technique is applied to music enhancement with noisy background to demonstrate the por of the proposed representation.
['Namgook Cho', 'Yu Shiu', 'C.-C.J. Kuo']
I am writing a research paper on a idea Efficient music representation with content adaptive dictionaries
[{"from": "human", "value": "I am writing a research paper on a idea Efficient music representation with content adaptive dictionaries"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: An efficient music representation based on the matching pursuit (MP) technique with content-adaptive dictionaries (CADs) is investigated in this work. The Gabor atoms are commonly adopted in the MP-based signal representation due to their excellent time-frequency localization property. Hover, the Gabor dictionary may not yield a concise representation for music signals. Music signals have special characteristics which are specified by pitches and durations of music notes. In this work,  exploit music characteristics to create a set of content-adaptive elementary functions called atoms that efficiently capture the inherent structure of music signals. As a result,  are able to project musical signals onto a subspace spanned by atoms from CAD for a concise and efficient representation. The proposed CAD representation technique is applied to music enhancement with noisy background to demonstrate the por of the proposed representation."}]