en
0.25
0.5
0.75
1.25
1.5
1.75
2
Dynamic Time Warping’s New Youth
Published on 2012-09-185456 Views
Before the use of Hidden Markov Models (HMM) became ubiquitous in speech‐related applications, pattern matching algorithms like the well known Dynamic Time Warping (DTW) algorithm [1] were extensiv
Related categories
Presentation
Dynamic Time Warping’s new Youth00:00
Outline00:06
Before DTW00:54
Dynamic Time Warping - DTW02:53
Dynamic Time Warping (II)03:26
Warping constraints04:11
Warping constraints (II)04:55
Seminal works in DTW05:42
Even before ...06:50
And ...07:52
Substitution by HMM’s08:57
DTW vs. ASR for Speech Recognition10:06
The Zero-Resource Setting12:09
Calling DTW back13:10
From DTW to subsequence matching13:42
DTW-based subsequence matching14:02
Segmental DTW14:56
"Image-based" DTW15:33
Automatic motif discovery16:19
Music structure analysis16:46
Unbounded-DTW (1)17:37
Unbounded-DTW (2)18:12
The search for speed and scalability18:32
(Some) applications of the technology20:20
Conclusion22:29
References23:10
References (II)23:12