| ACC | Accuracy |
| BACC | Balanced Accuracy |
| BiLSTM | Bidirectional Long Short-Term Memory |
| CNN | Convolutional Neural Networks |
| CRNN | Convolutional Recurrent Neural Networks |
| DCASE | Detection and Classification of Acoustic Scenes and Events |
| ER | Error Rate |
| FE | Feature Extraction |
| FLD | Fisher’s Linear Discriminant |
| FN | False Negatives |
| FP | False Positives |
| GMM | Gaussian Mixture Model |
| GTCC | GammaTone Cepstrum Coefficients |
| HMM | Hidden Markov Models |
| kNN | k-Nearest Neighbor |
| LPCC | Linear Prediction Cepstrum Coefficients |
| LR | Learning Rate |
| LSTM | Long Short-Term Memory |
| MFCC | Mel Frequency Cepstrum Coefficients |
| NB-ACF | Narrow Band Auto-Correlation Features |
| PRE | Precision |
| REC | Recall |
| ReLU | Rectifier Linear Unit |
| SVM | Support Vector Machines |
| TN | True Negatives |
| TP | True Positives |
| WHO | World Health Organisation |