2017:Drum Transcription Results
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Revision as of 05:24, 14 October 2017 by Richard Vogl (talk | contribs)
Contents
Introduction
What's new
Two new datasets.
Submissions
https://drive.google.com/open?id=0B5QVjGCSDYW1Nk16dkZmYUpEM2c
| Abstract | Contributors | |
|---|---|---|
| CS1-CS3 | Carl Southall | |
| CW1-CW3 | Chih-Wei Wu | |
| RV1-RV4 | Richard Vogl |
Results
Overall
| Algorithm | mean fm | mean pr | mean rc | BD mean fm | SD mean fm | HH mean fm |
|---|---|---|---|---|---|---|
| CW1 | 0.51 | 0.46 | 0.68 | 0.68 | 0.48 | 0.38 |
| CW3 | 0.53 | 0.50 | 0.65 | 0.67 | 0.46 | 0.42 |
| CW2 | 0.55 | 0.52 | 0.66 | 0.70 | 0.55 | 0.40 |
| RV3 | 0.68 | 0.74 | 0.70 | 0.81 | 0.64 | 0.51 |
| RV2 | 0.67 | 0.69 | 0.73 | 0.78 | 0.67 | 0.51 |
| RV1 | 0.71 | 0.75 | 0.74 | 0.82 | 0.70 | 0.53 |
| RV4 | 0.70 | 0.74 | 0.73 | 0.81 | 0.70 | 0.52 |
| CS1 | 0.61 | 0.56 | 0.73 | 0.79 | 0.55 | 0.46 |
| CS3 | 0.63 | 0.59 | 0.75 | 0.78 | 0.58 | 0.49 |
| CS2 | 0.63 | 0.61 | 0.71 | 0.78 | 0.57 | 0.49 |
2005 baseline: 0.670 (YGO) *1
IDMT
| Algorithm | mean fm | mean pr | mean rc | BD mean fm | SD mean fm | HH mean fm |
|---|---|---|---|---|---|---|
| CW1 | 0.37 | 0.30 | 0.66 | 0.55 | 0.45 | 0.26 |
| CW3 | 0.42 | 0.37 | 0.62 | 0.53 | 0.44 | 0.32 |
| CW2 | 0.41 | 0.35 | 0.67 | 0.56 | 0.54 | 0.28 |
| RV3 | 0.62 | 0.73 | 0.68 | 0.73 | 0.70 | 0.45 |
| RV2 | 0.66 | 0.69 | 0.75 | 0.74 | 0.71 | 0.54 |
| RV1 | 0.66 | 0.74 | 0.73 | 0.75 | 0.72 | 0.53 |
| RV4 | 0.66 | 0.74 | 0.72 | 0.74 | 0.73 | 0.51 |
| CS1 | 0.51 | 0.49 | 0.64 | 0.62 | 0.48 | 0.42 |
| CS3 | 0.51 | 0.51 | 0.63 | 0.60 | 0.48 | 0.43 |
| CS2 | 0.52 | 0.54 | 0.63 | 0.60 | 0.51 | 0.43 |
2005 baseline: 0.753 (CD)
KT
| Algorithm | mean fm | mean pr | mean rc | BD mean fm | SD mean fm | HH mean fm |
|---|---|---|---|---|---|---|
| CW1 | 0.48 | 0.40 | 0.67 | 0.59 | 0.44 | 0.40 |
| CW3 | 0.48 | 0.43 | 0.62 | 0.58 | 0.42 | 0.41 |
| CW2 | 0.52 | 0.48 | 0.64 | 0.60 | 0.53 | 0.41 |
| RV3 | 0.62 | 0.73 | 0.60 | 0.77 | 0.63 | 0.46 |
| RV2 | 0.63 | 0.66 | 0.65 | 0.76 | 0.68 | 0.45 |
| RV1 | 0.65 | 0.73 | 0.64 | 0.80 | 0.68 | 0.47 |
| RV4 | 0.65 | 0.72 | 0.63 | 0.79 | 0.68 | 0.44 |
| CS1 | 0.53 | 0.48 | 0.63 | 0.71 | 0.50 | 0.38 |
| CS3 | 0.56 | 0.52 | 0.65 | 0.71 | 0.53 | 0.40 |
| CS2 | 0.55 | 0.52 | 0.61 | 0.70 | 0.52 | 0.39 |
2005 baseline: 0.617 (YGO)
RBMA
| Algorithm | mean fm | mean pr | mean rc | BD mean fm | SD mean fm | HH mean fm |
|---|---|---|---|---|---|---|
| CW1 | 0.50 | 0.46 | 0.61 | 0.71 | 0.35 | 0.39 |
| CW3 | 0.54 | 0.51 | 0.63 | 0.75 | 0.30 | 0.47 |
| CW2 | 0.54 | 0.52 | 0.61 | 0.73 | 0.37 | 0.46 |
| RV3 | 0.69 | 0.71 | 0.73 | 0.89 | 0.49 | 0.55 |
| RV2 | 0.70 | 0.68 | 0.78 | 0.91 | 0.60 | 0.55 |
| RV1 | 0.72 | 0.74 | 0.75 | 0.91 | 0.62 | 0.56 |
| RV4 | 0.72 | 0.73 | 0.76 | 0.92 | 0.64 | 0.57 |
| CS1 | 0.66 | 0.60 | 0.79 | 0.88 | 0.45 | 0.57 |
| CS3 | 0.66 | 0.60 | 0.81 | 0.87 | 0.49 | 0.58 |
| CS2 | 0.64 | 0.60 | 0.72 | 0.87 | 0.43 | 0.54 |
MEDLEY
| Algorithm | mean fm | mean pr | mean rc | BD mean fm | SD mean fm | HH mean fm |
|---|---|---|---|---|---|---|
| CW1 | 0.62 | 0.61 | 0.68 | 0.76 | 0.52 | 0.53 |
| CW3 | 0.59 | 0.56 | 0.66 | 0.71 | 0.49 | 0.52 |
| CW2 | 0.62 | 0.62 | 0.65 | 0.75 | 0.55 | 0.52 |
| RV3 | 0.69 | 0.79 | 0.66 | 0.74 | 0.62 | 0.57 |
| RV2 | 0.66 | 0.77 | 0.63 | 0.60 | 0.62 | 0.64 |
| RV1 | 0.73 | 0.78 | 0.73 | 0.75 | 0.70 | 0.60 |
| RV4 | 0.70 | 0.79 | 0.68 | 0.70 | 0.68 | 0.61 |
| CS1 | 0.68 | 0.65 | 0.76 | 0.83 | 0.60 | 0.57 |
| CS3 | 0.74 | 0.70 | 0.82 | 0.84 | 0.67 | 0.65 |
| CS2 | 0.72 | 0.71 | 0.76 | 0.82 | 0.62 | 0.65 |
GEN
| Algorithm | mean fm | mean pr | mean rc | BD mean fm | SD mean fm | HH mean fm |
|---|---|---|---|---|---|---|
| CW1 | 0.60 | 0.53 | 0.76 | 0.80 | 0.64 | 0.33 |
| CW3 | 0.63 | 0.60 | 0.72 | 0.79 | 0.66 | 0.36 |
| CW2 | 0.65 | 0.65 | 0.72 | 0.84 | 0.74 | 0.33 |
| RV3 | 0.76 | 0.73 | 0.83 | 0.90 | 0.77 | 0.50 |
| RV2 | 0.70 | 0.63 | 0.83 | 0.89 | 0.75 | 0.38 |
| RV1 | 0.78 | 0.74 | 0.86 | 0.91 | 0.80 | 0.50 |
| RV4 | 0.76 | 0.72 | 0.84 | 0.90 | 0.79 | 0.48 |
| CS1 | 0.68 | 0.59 | 0.84 | 0.90 | 0.73 | 0.37 |
| CS3 | 0.69 | 0.61 | 0.85 | 0.86 | 0.75 | 0.39 |
| CS2 | 0.72 | 0.65 | 0.84 | 0.89 | 0.74 | 0.42 |