-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathpaper.bbl
167 lines (139 loc) · 6.6 KB
/
paper.bbl
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
% Generated by IEEEtran.bst, version: 1.14 (2015/08/26)
\begin{thebibliography}{10}
\providecommand{\url}[1]{#1}
\csname url@samestyle\endcsname
\providecommand{\newblock}{\relax}
\providecommand{\bibinfo}[2]{#2}
\providecommand{\BIBentrySTDinterwordspacing}{\spaceskip=0pt\relax}
\providecommand{\BIBentryALTinterwordstretchfactor}{4}
\providecommand{\BIBentryALTinterwordspacing}{\spaceskip=\fontdimen2\font plus
\BIBentryALTinterwordstretchfactor\fontdimen3\font minus
\fontdimen4\font\relax}
\providecommand{\BIBforeignlanguage}[2]{{%
\expandafter\ifx\csname l@#1\endcsname\relax
\typeout{** WARNING: IEEEtran.bst: No hyphenation pattern has been}%
\typeout{** loaded for the language `#1'. Using the pattern for}%
\typeout{** the default language instead.}%
\else
\language=\csname l@#1\endcsname
\fi
#2}}
\providecommand{\BIBdecl}{\relax}
\BIBdecl
\bibitem{stow}
\BIBentryALTinterwordspacing
D.~Stowell and R.~E. Turner, ``Denoising without access to clean data using a
partitioned autoencoder,'' \emph{CoRR}, vol. abs/1509.05982, 2015. [Online].
Available: \url{http://arxiv.org/abs/1509.05982}
\BIBentrySTDinterwordspacing
\bibitem{liu2014experiments}
D.~Liu, P.~Smaragdis, and M.~Kim, ``Experiments on deep learning for speech
denoising.'' in \emph{INTERSPEECH}, 2014, pp. 2685--2689.
\bibitem{bishop}
C.~M. Bishop, \emph{Pattern recognition and machine learning}.\hskip 1em plus
0.5em minus 0.4em\relax springer, 2006.
\bibitem{glorot2011deep}
X.~Glorot, A.~Bordes, and Y.~Bengio, ``Deep sparse rectifier neural networks.''
in \emph{Aistats}, vol.~15, no. 106, 2011, p. 275.
\bibitem{wilson2003general}
D.~R. Wilson and T.~R. Martinez, ``The general inefficiency of batch training
for gradient descent learning,'' \emph{Neural Networks}, vol.~16, no.~10, pp.
1429--1451, 2003.
\bibitem{ioffe2015batch}
S.~Ioffe and C.~Szegedy, ``Batch normalization: Accelerating deep network
training by reducing internal covariate shift,'' \emph{arXiv preprint
arXiv:1502.03167}, 2015.
\bibitem{alan1989discrete}
V.~O. Alan, W.~S. Ronald, and R.~John, ``Discrete-time signal processing,''
\emph{New Jersey, Printice Hall Inc}, 1989.
\bibitem{scipy}
\BIBentryALTinterwordspacing
E.~Jones, T.~Oliphant, P.~Peterson \emph{et~al.}, ``{SciPy}: Open source
scientific tools for {Python},'' 2001--, [Online; accessed 2016-09-24].
[Online]. Available: \url{http://www.scipy.org/}
\BIBentrySTDinterwordspacing
\bibitem{golf}
``freesfx.co.uk - download free sound effects,''
\url{http://www.freesfx.co.uk/download/?type=mp3\&id=5990}, accessed:
2016-06-10.
\bibitem{sander_dieleman_2015_27878}
\BIBentryALTinterwordspacing
S.~Dieleman, J.~Schlüter, C.~Raffel, E.~Olson, S.~K. Sønderby, D.~Nouri,
D.~Maturana, M.~Thoma, E.~Battenberg, J.~Kelly, J.~D. Fauw, M.~Heilman,
diogo149, B.~McFee, H.~Weideman, takacsg84, peterderivaz, Jon, instagibbs,
D.~K. Rasul, CongLiu, Britefury, and J.~Degrave, ``Lasagne: First release.''
Aug. 2015. [Online]. Available: \url{http://dx.doi.org/10.5281/zenodo.27878}
\BIBentrySTDinterwordspacing
\bibitem{2016arXiv160502688short}
\BIBentryALTinterwordspacing
{Theano Development Team}, ``{Theano: A {Python} framework for fast computation
of mathematical expressions},'' \emph{arXiv e-prints}, vol. abs/1605.02688,
May 2016. [Online]. Available: \url{http://arxiv.org/abs/1605.02688}
\BIBentrySTDinterwordspacing
\bibitem{DBLP:journals/corr/KingmaB14}
\BIBentryALTinterwordspacing
D.~P. Kingma and J.~Ba, ``Adam: {A} method for stochastic optimization,''
\emph{CoRR}, vol. abs/1412.6980, 2014. [Online]. Available:
\url{http://arxiv.org/abs/1412.6980}
\BIBentrySTDinterwordspacing
\bibitem{kayserdenoising}
M.~Kayser and V.~Zhong, ``Denoising convolutional autoencoders for noisy speech
recognition.''
\bibitem{graves2014towards}
A.~Graves and N.~Jaitly, ``Towards end-to-end speech recognition with recurrent
neural networks.'' in \emph{ICML}, vol.~14, 2014, pp. 1764--1772.
\bibitem{2016arXiv160706450L}
J.~{Lei Ba}, J.~R. {Kiros}, and G.~E. {Hinton}, ``{Layer Normalization},''
\emph{ArXiv e-prints}, Jul. 2016.
\bibitem{baldi2012complex}
P.~Baldi and Z.~Lu, ``Complex-valued autoencoders,'' \emph{Neural Networks},
vol.~33, pp. 136--147, 2012.
\bibitem{xu2014experimental}
Y.~Xu, J.~Du, L.-R. Dai, and C.-H. Lee, ``An experimental study on speech
enhancement based on deep neural networks,'' \emph{IEEE Signal Processing
Letters}, vol.~21, no.~1, pp. 65--68, 2014.
\bibitem{vincent2010stacked}
P.~Vincent, H.~Larochelle, I.~Lajoie, Y.~Bengio, and P.-A. Manzagol, ``Stacked
denoising autoencoders: Learning useful representations in a deep network
with a local denoising criterion,'' \emph{Journal of Machine Learning
Research}, vol.~11, no. Dec, pp. 3371--3408, 2010.
\bibitem{ishii2013reverberant}
T.~Ishii, H.~Komiyama, T.~Shinozaki, Y.~Horiuchi, and S.~Kuroiwa, ``Reverberant
speech recognition based on denoising autoencoder.'' in \emph{INTERSPEECH},
2013, pp. 3512--3516.
\bibitem{gold2011speech}
B.~Gold, N.~Morgan, and D.~Ellis, ``Speech and audio signal processing:
processing and perception of speech and music,'' 2011.
\bibitem{zolzer2008digital}
U.~Z{\"o}lzer, \emph{Digital audio signal processing}.\hskip 1em plus 0.5em
minus 0.4em\relax John Wiley \& Sons, 2008.
\bibitem{hinton2006reducing}
G.~E. Hinton and R.~R. Salakhutdinov, ``Reducing the dimensionality of data
with neural networks,'' \emph{Science}, vol. 313, no. 5786, pp. 504--507,
2006.
\bibitem{rad2012phase}
A.~Rad and T.~Virtanen, ``Phase spectrum prediction of audio signals,'' in
\emph{International Symposium on Communications Control and Signal Processing
(ISCCSP)}, 2012, pp. 1--5.
\bibitem{VincentPLarochelleH2008}
P.~Vincent, H.~Larochelle, Y.~Bengio, and P.-A. Manzagol, ``Extracting and
composing robust features with denoising autoencoders,'' in \emph{Proceedings
of the Twenty-fifth International Conference on Machine Learning (ICML'08)},
W.~W. Cohen, A.~McCallum, and S.~T. Roweis, Eds.\hskip 1em plus 0.5em minus
0.4em\relax ACM, 2008, pp. 1096--1103.
\bibitem{ICML08}
W.~W. Cohen, A.~McCallum, and S.~T. Roweis, Eds., \emph{Proceedings of the
Twenty-fifth International Conference on Machine Learning (ICML'08)}.\hskip
1em plus 0.5em minus 0.4em\relax ACM, 2008.
\bibitem{da}
\BIBentryALTinterwordspacing
(2010) Denoising autoencoders (da). [Online]. Available:
\url{http://deeplearning.net/dA.html}
\BIBentrySTDinterwordspacing
\bibitem{DBLP:journals/corr/SonodaM16}
\BIBentryALTinterwordspacing
S.~Sonoda and N.~Murata, ``Decoding stacked denoising autoencoders,''
\emph{CoRR}, vol. abs/1605.02832, 2016. [Online]. Available:
\url{http://arxiv.org/abs/1605.02832}
\BIBentrySTDinterwordspacing
\end{thebibliography}