Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Dynamic Time Warping (DTW) finds the best global match or alignment beten two sequences by ‘time’ warping them optimally. Since the algorithm uses the whole sequences, it can be very demanding in calculation cost and memory. In particular, this limits the size of the sequences which can be aligned.  a novel algorithm is presented, Short-Time Dynamic Time Warping (STDTW), which requires much less memory because optimization is done iteratively on portions of the sequences. The very remarkable property of the algorithm is that under some ak hypothesis, it produces the same globally optimal solution as the classical DTW. As an example, STDTW is applied to Score to Audio Alignment which links events in a musical score and points on the audio performance time axis.
['Hagen Kaprykowsky', 'Xavier Rodet']
I am writing a research paper on a idea Globally Optimal Short-Time Dynamic Time Warping, Application to Score to Audio Alignment
[{"from": "human", "value": "I am writing a research paper on a idea Globally Optimal Short-Time Dynamic Time Warping, Application to Score to Audio Alignment"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Dynamic Time Warping (DTW) finds the best global match or alignment beten two sequences by \u2018time\u2019 warping them optimally. Since the algorithm uses the whole sequences, it can be very demanding in calculation cost and memory. In particular, this limits the size of the sequences which can be aligned.  a novel algorithm is presented, Short-Time Dynamic Time Warping (STDTW), which requires much less memory because optimization is done iteratively on portions of the sequences. The very remarkable property of the algorithm is that under some ak hypothesis, it produces the same globally optimal solution as the classical DTW. As an example, STDTW is applied to Score to Audio Alignment which links events in a musical score and points on the audio performance time axis."}]