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Melvin G. McInnis

2 accepted papers

2019

Trainable Time Warping: Aligning Time-series in the Continuous-time Domain

ICASSP 2019accepted

DTW calculates the similarity or alignment between two signals, subject to temporal warping. However, its computational complexity grows exponentially with the number of time-series. Although there have been algorithms developed that are linear in the number of time-series, they are generally quadra…

Cited by 0SourceScholar
2016

Mood state prediction from speech of varying acoustic quality for individuals with bipolar disorder

ICASSP 2016accepted

Speech contains patterns that can be altered by the mood of an individual. There is an increasing focus on automated and distributed methods to collect and monitor speech from large groups of patients suffering from mental health disorders. However, as the scope of these collections increases, the v…

Cited by 0SourceScholar