From 10387bce85e94a7d6fbb7d5ee0d68f27b2084ac3 Mon Sep 17 00:00:00 2001 From: Mart Lubbers Date: Wed, 31 May 2017 11:48:27 +0200 Subject: [PATCH] note test and training set --- appendices.tex | 72 +++++++++++++++++++++++++------------------------- methods.tex | 3 ++- 2 files changed, 38 insertions(+), 37 deletions(-) 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} -- 2.20.1