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cnn-benchmarks

Benchmarks for popular CNN models

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

cnn_denoise

CNN learns feature mapping between corrupted and clean speech

cnn_rnn_spatial_audio_tagging

cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

cognitive-speech-tts

Microsoft Text-to-Speech API Android SDK and sample code in several languages, part of Cognitive Services.

collaborative-deep-recommender-systm-for-jobs

A reccommender system for jobs using Deep Auto Encoders and Fuzzy Clustering

complex_ica

ICA algorithms for complex-valued signals

crnn-music-genre-classification

Tensorflow Implementation of Convolutional Recurrent Neural Networks for Music Genre Classification

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dcase2017_task4_cvssp

code for our 1st prize system to win the DCASE2017 task4 challenge

ddae

DDAE speech enhancement on spectrogram domain using Keras

dec-keras

Deep Embedding Clustering in Keras

deep-attractor-network-tflearn

Attempt at implementing the Deep Attractor Network in TFLearn for single-source, multiple speaker speech separation.

deep-clustering

deep-learning-experiments

Notes and experiments to understand deep learning concepts

deep-learning-with-cats

Deep learning with cats (^._.^)

deep-text-corrector

Deep learning models trained to correct input errors in short, message-like text

deepaudioclassification

Finding the genre of a song with Deep Learning

deepclustering

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

deepspeech.mxnet

A MXNet implementation of Baidu's DeepSpeech architecture

deepspeech.pytorch

Speech Recognition using DeepSpeech2 and the CTC activation function. Edit

dereverberation-and-denoising

dnn-speech-enhancement-demo-tool

Universal Deep neural network based speech enhancement demo and tools, well pre-trained DNN model

dnn-speechenhancement

dnn_localization_and_separation

Speech Localization and Separation using DNNs

dnnmapper

Mapping features using Deep Neural Networks (DNNs) with application to Voice Conversion (VC). The implementations are on top of Theano Python library

doa-estimation

Direction Of Arrival Estimation recording with array of microphones using Arduino and Python