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English Information

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Authors
# Name
1 André Moreira Souza(andre.moreira.souza@usp.br)
2 Guilherme Moreira(guilherme.augusto@usp.br)
3 Lucas Pulcinelli(lucasegp@usp.br)

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Reference
# Reference
1 Azarang, A. and Kehtarnavaz, N. (2020). A review of multi-objective deep learning speech denoising methods. Speech Communication, 122:1–10.
2 Boll, S. (1979). Suppression of acoustic noise in speech using spectral subtraction. IEEE Transactions on Acoustics, Speech, and Signal Processing, 27(2):113–120.
3 Chen, R., Ghobakhlou, A., and Narayanan, A. (2024). Interpreting CNN models for musical instrument recognition using multi-spectrogram heatmap analysis: a preliminary study. Frontiers in Artificial Intelligence, 7:1499913. Publisher: Frontiers.
4 Ding, B., Zhang, T., Wang, C., Liu, G., Liang, J., Hu, R., Wu, Y., and Guo, D. (2024). Acoustic scene classification: A comprehensive survey. Expert Systems with Applications, 238:121902.
5 Ferahtia, J., Djarfour, N., Baddari, K., and Gu´erin, R. (2009). Application of signal dependent rank-order mean filter to the removal of noise spikes from 2D electrical resistivity imaging data. Near Surface Geophysics, 7(3):159–169.
6 Gong, Y., Chung, Y.-A., and Glass, J. (2021). AST: Audio Spectrogram Transformer. In Interspeech 2021, pages 571–575. ISCA.
7 Hardjanto, V. L. and Wahyono, . (2025). Audio Enhancement for Gamelan Instrument Recognition using Spectral Subtraction. Engineering, Technology & Applied Science Research, 15(2):22042–22048.
8 Kong, Q., Cao, Y., Iqbal, T., Wang, Y., Wang, W., and Plumbley, M. D. (2020). PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 28:2880–2894.
9 Lostanlen, V., Salamon, J., Farnsworth, A., Kelling, S., and Bello, J. P. (2019). Robust sound event detection in bioacoustic sensor networks. PLOS ONE, 14(10):e0214168.
10 Pan, W., Li, H., Zhou, X., Jiao, J., Zhu, C., and Zhang, Q. (2024). Research on Pig Sound Recognition Based on Deep Neural Network and Hidden Markov Models. Sensors, 24(4):1269.
11 Permana Putra, F., Kartika, K., Sitti Nurfebruary, N., Misriana, M., G. S, K., and Siregar, R. H. (2024). Matlab Simulation Using Kalman Filter Algorithm to Reduce Noise in Voice Signals. Journal of Renewable Energy, Electrical, and Computer Engineering, 4(1):23–31.
12 Rao, G., Babu, D. R., Kanth, P. K., Vinay, B., and Nikhil, V. (2021). Reduction of Impulsive Noise from Speech and Audio Signals by using Sd Rom Algorithm. International Journal of Recent Technology and Engineering (IJRTE), 10(1):265–268.
13 Souza, A. M., Kobayashi, L. L., Tassoni, L. A., Garbossa, C. A. P., Ventura, R. V., and Machado De Sousa, E. P. (2025). Deep learning solutions for audio event detection in a swine barn using environmental audio and weak labels. Applied Intelligence, 55(7):668.
14 Turpault, N., Wisdom, S., Erdogan, H., Hershey, J. R., Serizel, R., Fonseca, E., Seetharaman, P., and Salamon, J. (2020). Improving Sound Event Detection In Domestic Environments Using Sound Separation. In DCASE Workshop 2020 - Detection and Classification of Acoustic Scenes and Events, Tokyo / Virtual, Japan.