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Unsupervised Detection of Anomalous Sound Based on Deep Learning and the Neyman-Pearson Lemma.

, , , , and . IEEE ACM Trans. Audio Speech Lang. Process., 27 (1): 212-224 (2019)

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DNN-based source enhancement self-optimized by reinforcement learning using sound quality measurements., , , , and . ICASSP, page 81-85. IEEE, (2017)Invertible DNN-based nonlinear time-frequency transform for speech enhancement., , , , and . CoRR, (2019)Stable Training of Dnn for Speech Enhancement Based on Perceptually-Motivated Black-Box Cost Function., , , and . ICASSP, page 7524-7528. IEEE, (2020)Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions., , , , , , , , and . CoRR, (2021)First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival Estimation., , , and . DCASE, page 154-158. (2019)Effects of Word-Frequency Based Pre- and Post- Processings for Audio Captioning., , , , and . DCASE, page 190-194. (2020)Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques., , , , , , , , , and 1 other author(s). DCASE, Tampere University, (2022)DF-Conformer: Integrated Architecture of Conv-Tasnet and Conformer Using Linear Complexity Self-Attention for Speech Enhancement., , , , , , and . WASPAA, page 161-165. IEEE, (2021)SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping., , , , and . INTERSPEECH, page 803-807. ISCA, (2022)AdaFlow: Domain-adaptive Density Estimator with Application to Anomaly Detection and Unpaired Cross-domain Translation., , and . ICASSP, page 3647-3651. IEEE, (2019)