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Added ResNet results to report
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matteaw committed Feb 12, 2020
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74 changes: 37 additions & 37 deletions report/egpaper_final.bbl
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\begin{thebibliography}{1}\itemsep=-1pt

\bibitem{Amiriparian}
Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Michael
Freitag, Sergey Pugachevskiy, Alice Baird, and Bjorn Schuller.
\newblock Snore sound classification using image-based deep spectrum features.
\newblock 2017.

\bibitem{Eguino}
Miguel Flores~Ruiz de Eguino.
\newblock Deep music genre.

\bibitem{Kozakowski}
Piotr Kozakowski and Bartosz Michalak.
\newblock Music genre recognition.
\newblock 2016.
\newblock \url{http://deepsound.io/music_genre_recognition.html}.

\bibitem{Liu}
Xin Liu, Qingcai Chen, Xiangping Wu, Yan Liu, and Yang Liu.
\newblock Cnn based music emotion classification.
\newblock 2017.

\bibitem{Ravdess}
Livingstone SR and Russo FA.
\newblock The ryerson audio-visual database of emotional speech and song
(ravdess): A dynamic, multimodal set of facial and vocal expressions in north
american english. plos one 13(5): e0196391, 2018.
\newblock \url{https://doi.org/10.1371/journal.pone.0196391}.

\bibitem{CAL500}
Turnbull, Douglas, Barrington, Luke, Torres, David, Lanckriet, and Gert.
\newblock Semantic annotation and retrieval of music and sound effects.
\newblock {\em Audio, Speech and Language Processing, IEEE Transactions on},
16(2):467--476, 2008.

\end{thebibliography}
\begin{thebibliography}{1}\itemsep=-1pt
\bibitem{Amiriparian}
Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Michael
Freitag, Sergey Pugachevskiy, Alice Baird, and Bjorn Schuller.
\newblock Snore sound classification using image-based deep spectrum features.
\newblock 2017.
\bibitem{Eguino}
Miguel Flores~Ruiz de Eguino.
\newblock Deep music genre.
\bibitem{Kozakowski}
Piotr Kozakowski and Bartosz Michalak.
\newblock Music genre recognition.
\newblock 2016.
\newblock \url{http://deepsound.io/music_genre_recognition.html}.
\bibitem{Liu}
Xin Liu, Qingcai Chen, Xiangping Wu, Yan Liu, and Yang Liu.
\newblock Cnn based music emotion classification.
\newblock 2017.
\bibitem{Ravdess}
Livingstone SR and Russo FA.
\newblock The ryerson audio-visual database of emotional speech and song
(ravdess): A dynamic, multimodal set of facial and vocal expressions in north
american english. plos one 13(5): e0196391, 2018.
\newblock \url{https://doi.org/10.1371/journal.pone.0196391}.
\bibitem{CAL500}
Turnbull, Douglas, Barrington, Luke, Torres, David, Lanckriet, and Gert.
\newblock Semantic annotation and retrieval of music and sound effects.
\newblock {\em Audio, Speech and Language Processing, IEEE Transactions on},
16(2):467--476, 2008.
\end{thebibliography}
18 changes: 9 additions & 9 deletions report/egpaper_final.blg
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This is BibTeX, Version 0.99dThe top-level auxiliary file: egpaper_final.aux
The style file: ieee_fullname.bst
Database file #1: egbib.bib
Warning--empty journal in Amiriparian
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(There were 5 warnings)
This is BibTeX, Version 0.99dThe top-level auxiliary file: egpaper_final.aux
The style file: ieee_fullname.bst
Database file #1: egbib.bib
Warning--empty journal in Amiriparian
Warning--empty journal in Eguino
Warning--empty year in Eguino
Warning--empty journal in Kozakowski
Warning--empty journal in Liu
(There were 5 warnings)
235 changes: 124 additions & 111 deletions report/egpaper_final.fdb_latexmk

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437 changes: 231 additions & 206 deletions report/egpaper_final.fls

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8 changes: 4 additions & 4 deletions report/egpaper_final.tex
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Expand Up @@ -156,9 +156,9 @@ \section{Training phase}\label{training}
\begin{tabular}{l|c|c|c}
\textbf{Network} & \textbf{50/50} & \textbf{80/20} & \textbf{90/10} \\
\hline
\textit{ResNet152} & \% & 56\% & 76\% \\
\textit{ResNet152} & 65\% & 63\% & 76\% \\
\hline
\textit{ResNet50} & \% & 62\% & \% \\
\textit{ResNet50} & 66\% & 66\% & 66\% \\
\hline
\textit{VGG19} & 72\% & 67\% & 80\% \\
\hline
Expand Down Expand Up @@ -188,9 +188,9 @@ \section{Testing}\label{testing}
\begin{tabular}{l|c|c|c}
\textbf{Network} & \textbf{50/50} & \textbf{80/20} & \textbf{90/10} \\
\hline
\textit{ResNet152} & \% & \% & 35\% \\
\textit{ResNet152} & 15\% & 15\% & 35\% \\
\hline
\textit{ResNet50} & \% & \% & \% \\
\textit{ResNet50} & 19\% & 16\% & 16\% \\
\hline
\textit{VGG19} & 17\% & 16\% & 15\% \\
\hline
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