From: Mart Lubbers <mart@martlubbers.net>
Date: Wed, 31 May 2017 09:48:27 +0000 (+0200)
Subject: note test and training set
X-Git-Url: https://git.martlubbers.net/?a=commitdiff_plain;h=10387bce85e94a7d6fbb7d5ee0d68f27b2084ac3;p=asr1617.git

note test and training set
---

diff --git a/appendices.tex b/appendices.tex
index ea59753..4df7cf3 100644
--- a/appendices.tex
+++ b/appendices.tex
@@ -1,57 +1,57 @@
 \chapter{Experimental data}\label{app:data}
 \begin{center}
-	\begin{longtable}{cll}
+	\begin{longtable}{clr}
 		\toprule
-		Num. & Song & Duration (mm:ss.ss)\\
+		Num. & Song & Duration (hh:mm:ss)\\
 		\midrule
 		\multicolumn{3}{l}{\bf Cannibal Corpse {-} A Skeletal Domain}\\
-		00 & High Velocity Impact Spatter & 04:06.91\\
-		01 & Sadistic Embodiment & 03:17.31\\
-		02 & Kill or Become & 03:50.67\\
-		03 & A Skeletal Domain & 03:38.77\\
-		04 & Headlong Into Carnage & 03:01.25\\
-		05 & The Murderer's Pact & 05:05.23\\
-		06 & Funeral Cremation & 03:41.89\\
-		07 & Icepick Lobotomy & 03:16.24\\
-		08 & Vector of Cruelty & 03:25.15\\
-		09 & Bloodstained Cement & 03:41.99\\
-		10 & Asphyxiate to Resuscitate & 03:47.40\\
-		11 & Hollowed Bodies & 03:05.80\\
+		00 & High Velocity Impact Spatter & 04:06\\
+		01 & Sadistic Embodiment & 03:17\\
+		02 & Kill or Become & 03:50\\
+		03 & A Skeletal Domain & 03:38\\
+		04 & Headlong Into Carnage & 03:01\\
+		05 & The Murderer's Pact & 05:05\\
+		06 & Funeral Cremation & 03:41\\
+		07 & Icepick Lobotomy & 03:16\\
+		08 & Vector of Cruelty & 03:25\\
+		09 & Bloodstained Cement & 03:41\\
+		10 & Asphyxiate to Resuscitate & 03:47\\
+		11 & Hollowed Bodies & 03:05\\
 		\midrule
-		& {\bf Total:} & 43:58.60\\
+		& {\bf Total:} & 43:58\\
 		\midrule
 		\multicolumn{3}{l}{\bf Disgorge {-} Parallels of Infinite Torture}\\
-		12 & Revealed in Obscurity & 05:13.20\\
-		13 & Enthroned Abominations & 04:05.39\\
-		14 & Atonement & 02:57.36\\
-		15 & Abhorrent Desecration of Thee Iniquity & 04:17.20\\
-		16 & Forgotten Scriptures & 02:01.72\\
-		17 & Descending Upon Convulsive Devourment & 04:38.85\\
-		18 & Condemned to Sufferance & 04:57.59\\
-		19 & Parallels of Infinite Torture & 05:03.33\\
-		20 & Asphyxiation of Thee Oppressed & 05:42.37\\
-		21 & Ominous Sigils of Ungodly Ruin & 04:59.15\\
+		12 & Revealed in Obscurity & 05:13\\
+		13 & Enthroned Abominations & 04:05\\
+		14 & Atonement & 02:57\\
+		15 & Abhorrent Desecration of Thee Iniquity & 04:17\\
+		16 & Forgotten Scriptures & 02:01\\
+		17 & Descending Upon Convulsive Devourment & 04:38\\
+		18 & Condemned to Sufferance & 04:57\\
+		19 & Parallels of Infinite Torture & 05:03\\
+		20 & Asphyxiation of Thee Oppressed & 05:42\\
+		21 & Ominous Sigils of Ungodly Ruin & 04:59\\
 		\midrule
-		& {\bf Total:} & 43:56.16\\
+		& {\bf Total:} & 43:56\\
 		\bottomrule
 		\pagebreak
 		\toprule
 		\multicolumn{3}{l}{\bf Who Dies In Siberian Slush {-} Bitterness Of The Years That Are Lost}\\
-		22 & Leave Me & 06:35.60\\
-		23 & The Woman We Are Looking For & 06:53.63\\
-		24 & M\"obius Ring & 07:20.56\\
-		25 & Interlude & 04:26.49\\
-		26 & Завещание Гумилёва & 08:46.76\\
-		27 & An Old Road Through The Snow & 02:31.56\\
-		28 & Bitterness Of The Years That Are Lost & 09:10.49\\
+		22 & Leave Me & 06:35\\
+		23 & The Woman We Are Looking For & 06:53\\
+		24 & M\"obius Ring & 07:20\\
+		25 & Interlude & 04:26\\
+		26 & Завещание Гумилёва & 08:46\\
+		27 & An Old Road Through The Snow & 02:31\\
+		28 & Bitterness Of The Years That Are Lost & 09:10\\
 		\midrule
-		& {\bf Total:} & 45:45.09\\
+		& {\bf Total:} & 45:45\\
 		\midrule
 		& {\bf Grand Total:} & 02:13:40\\
 		\midrule
 		\multicolumn{3}{l}{\bf Alien data}\\
-		\multicolumn{2}{l}{Godless Truth {-} Hatred} & 03:22.73\\
-		\multicolumn{2}{l}{Catacombs {-} Consigned to Flames of War} & 16:21.67\\
+		01 & Godless Truth {-} Hatred & 03:22\\
+		02 & Catacombs {-} Consigned to Flames of War & 16:21\\
 		\bottomrule
 	\end{longtable}
 \end{center}
diff --git a/methods.tex b/methods.tex
index 45b677e..96ee578 100644
--- a/methods.tex
+++ b/methods.tex
@@ -178,7 +178,8 @@ in Equation~\ref{eq:softmax}.
 
 The data is shuffled before fed to the network to mitigate the risk of
 overfitting on one album. Every model was trained using $10$ epochs and a
-batch size of $32$.
+batch size of $32$. The training set and test set are separated by taking a
+$90\%$ slice of all the data.
 
 \begin{equation}\label{eq:relu}
 	f(x) = \left\{\begin{array}{rcl}