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Benchmarks
Speech Prediction on TIMIT (val)
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2.86
MSE
Lipschitz RNN
2.3108
6.0179
9.725
13.4321
May 27, 2017
Nov 30, 2017
Jun 5, 2018
Dec 9, 2018
Jun 14, 2019
Dec 18, 2019
Jun 22, 2020
MSE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
Lipschitz RNN
Number of layers=1, Hi...
2020.06
2.86
Lipschitz RNN
Number of layers=1, Hi...
2020.06
2.95
Exponential RNN (Lezcano-Casado & Martinez-Rubio, 2019)
Number of layers=1, Hi...
2020.06
5.52
SRLSTM (Nguyen et al., 2020)
Number of layers=1, Hi...
2020.06
5.81
MomentumLSTM (Nguyen et al., 2020)
Number of layers=1, Hi...
2020.06
5.86
Cayley RNN (Helfrich et al., 2018)
Number of layers=1, Hi...
2020.06
7.97
LSTM (Nguyen et al., 2020)
Number of layers=1, Hi...
2020.06
9.33
CConv-LSTM
#PARAMS=≈ 88K
2017.05
10.78
Conv-LSTM
#PARAMS=≈ 88K
2017.05
11.1
LSTM (Helfrich et al., 2018)
Number of layers=1, Hi...
2020.06
13.66
Full-capacity Unitary RNN (Wisdom et al., 2016)
Number of layers=1, Hi...
2020.06
14.41
Full-Capacity uRNN
#PARAMS=≈ 135K
2017.05
14.56
LSTM
#PARAMS=≈ 135K
2017.05
16.59
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