From 54f38ca7753e739f74b43776aaa7f597eae98932 Mon Sep 17 00:00:00 2001 From: Malar Kannan Date: Wed, 22 Nov 2017 15:46:42 +0530 Subject: [PATCH] removed a layer using lstm --- requirements-linux.txt | 1 + speech_model.py | 4 ++-- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/requirements-linux.txt b/requirements-linux.txt index 899b69f..6d3af11 100644 --- a/requirements-linux.txt +++ b/requirements-linux.txt @@ -41,6 +41,7 @@ partd==0.3.8 pexpect==4.2.1 pickleshare==0.7.4 pkg-resources==0.0.0 +praat-parselmouth==0.2.0 progressbar2==3.34.3 prompt-toolkit==1.0.15 protobuf==3.4.0 diff --git a/speech_model.py b/speech_model.py index ce2a7c0..6dc8bb2 100644 --- a/speech_model.py +++ b/speech_model.py @@ -18,9 +18,9 @@ def create_base_rnn_network(input_dim): inp = Input(shape=input_dim) # ls0 = LSTM(512, return_sequences=True)(inp) ls1 = Bidirectional(LSTM(128, return_sequences=True))(inp) - ls2 = LSTM(128, return_sequences=True)(ls1) + #ls2 = LSTM(128, return_sequences=True)(ls1) # ls3 = LSTM(32, return_sequences=True)(ls2) - ls4 = LSTM(64)(ls2) + ls4 = LSTM(64)(ls1) # d1 = Dense(128, activation='relu')(ls4) #d2 = Dense(64, activation='relu')(ls2) return Model(inp, ls4)