A list of useful acronyms used in deep learning and music sorted alphabetically.
| Acronym | Full name |
|---|---|
| ADT | Automatic Drum Transcription |
| AE | AutoEncoder |
| AMT | Automatic Music Transcription |
| ANN | Artificial Neural Network |
| ARNN | Anticipation Recurrent Neural Network |
| BILSTM | Bidirectional Long Short-Term Memory |
| BPTT | Back-Propagation Through Time |
| BRNN | Bidirectional Recurrent Neural Network |
| CDBN | Convolutional Deep Belief Networks |
| CEC | Constant Error Carousel |
| CLNN | ConditionaL Neural Networks |
| CNN | Convolutional Neural Network |
| ConvNet | Convolutional Neural Network |
| CRBM | Conditional Restricted Boltzmann Machine |
| CRNN | Convolutional Recurrent Neural Network |
| DAE | Denoising AutoEncoder or Deep AutoEncoder |
| DBM | Deep Boltzmann Machine |
| DBN | Deep Belief Network |
| DeconvNet | DeConvolutional Neural Network |
| DL | Deep Learning |
| DNN | Deep Neural Network |
| DSN | Deep Stacking Network |
| DWT | Discrete Wavelet Transform |
| ELM | Extreme Learning Machine |
| FC | Fully Connected |
| FCN | Fully Convolutional Network |
| FC-CNN | Fully Convolutional Convolutional Neural Network |
| FC-LSTM | Fully Connected Long Short-Term Memory |
| GBRCN | Gradient-Boosting Random Convolutional Network |
| GFNN | Gradient Frequency Neural Networks |
| GLCM | Gray Level Co-occurrence Matrix |
| HAN | Hierarchical Attention Network |
| HHDS | HipHop Dataset |
| LSTM | Long Short-Term Memory |
| MCLNN | Masked ConditionaL Neural Networks |
| MER | Music Emotion Recognition |
| MGR | Music Genre Recognition |
| MLM | Music Language Models |
| MLP | Multi-Layer Perceptron |
| MRS | Music Recommender System |
| MSDAE | Modified Sparse Denoising Autoencoder |
| MSE | Mean Squared Error |
| MSR | Music Style Recognition |
| NN | Neural Network |
| NNMODFF | Neural Network based Multi-Onset Detection Function Fusion |
| ODF | Onset Detection Function |
| PNN | Probabilistic Neural Network |
| PReLU | Parametric Rectified Linear Unit |
| RANSAC | RANdom SAmple Consensus |
| RBM | Restricted Boltzmann Machine |
| ReLU | Rectified Linear Unit |
| RICNN | Rotation Invariant Convolutional Neural Network |
| RNN | Recurrent Neural Network |
| RTRL | Real-Time Recurrent Learning |
| SAE | Stacked AE |
| SDAE | Stacked DAE |
| SGD | Stochastic Gradient Descent |
| SVM | Support Vector Machine |
| SVD | Singing Voice Detection |
| SVS | Singing Voice Separation |
| VAD | Voice Activity Detection |
| VAE | Variational AutoEncoder |
| VPNN | Vector Product Neural Network |
| WPE | Weighted Prediction Error |