244 results on '"Neilsen, Tracianne B."'
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2. Parameter reduction for environmental inversions in ocean acoustics
3. Options for temperature selection in maximum entropy approach to obtaining source levels and seabed porosity
4. Deep learning and beamforming comparison of source ranging in a laboratory tank
5. Learning a surrogate Pekeris waveguide model
6. Information geometry for environmental inversions in ocean acoustics
7. Estimating seabed properties with a residual convolutional network
8. Seabed classification with ResNet-18 using multi-channel ship noise spectrograms
9. Inferences of seabed characterization in a variable ocean environment
10. Using Bayesian optimization to refine laboratory tank sound propagation modeling
11. Learning source-receiver range in a laboratory tank with variable water temperature
12. Can unsupervised machine learning help us understand the data collected in the ocean?
13. Maximum entropy approach for sediment porosity and source strength of transiting ships
14. Machine learning a surrogate model for transmission loss on a Pekeris waveguide
15. Mid-frequency sound propagation over a mud seabed with a compressional sound speed depth gradient
16. Introducing sound speed variability in laboratory water tank
17. Inference of both source and seabed characteristics from broadband signals on the New England continental slope
18. Learning both a value and uncertainty label for seabed parameters from ship noise data
19. Mentored student research: A case study evaluation of benefits and best practices
20. Graduate acoustics at Brigham Young University
21. Sounds to Astound: An acoustics outreach show
22. Comparison of maximum entropy and ResNet-18 inferences of sediment sound speed using surface ship noise
23. Seabed classification and source localization from ship spectrograms using deep learning models
24. Nature of waveguide invariant for multilayer sediment on New England shelf in 20–4000 Hz band
25. Evaluating applicability of an azimuthally symmetric model in a laboratory tank with absorptive panels
26. Creating a mentored research environment in an underwater acoustics lab
27. Finite impedance boundary conditions determined in situ for modeling underwater acoustical measurement in laboratory tanks
28. Identifying the optimal k-mean clustering for ship noise spectrograms
29. Underwater acoustic intensity characterization of anechoic panels in laboratory tank
30. Fisher information and Cramér-Rao bound analysis with stable gradients for ocean acoustic models
31. Effects of background noise on the speech acoustics of people with aphasia
32. Mode-based models with realistic boundary conditions for a laboratory tank
33. Applications of semi-supervised learning methods in underwater acoustics
34. Seabed classification from merchant ship-radiated noise using a physics-based ensemble of deep learning algorithms
35. Influence of seabed on very low frequency sound recorded during passage of merchant ships on the New England shelf
36. Seabed classification from ship-radiated noise using an ensemble deep learning
37. Incidence of data augmentation in machine learning using broadband spectrograms
38. Correlation of deep seabed structure with waveguide invariantβin ±∞regime
39. Unsupervised learning for seabed type and source parameters from surface ship spectrograms
40. Semi-supervised deep learning of source location and seabed class from unlabeled merchant ships in the shallow ocean
41. Sound classification during Seabed Classification Experiment 2017
42. Seabed type and source parameters predictions using ship spectrograms in convolutional neural networks
43. Differences in regression, classification, and multi-task deep learning on pressure time series for range and seabed type
44. Teaching musical acoustics with simple models and active learning
45. Effect of environmental uncertainty on source localization from mid-frequency tonals using convolutional neural networks
46. Acoustics outreach demonstration show: Sounds to astound
47. Graduate acoustics program at Brigham Young University
48. A classification approach to the characterization of seabed geoacoustic profiles via deep learning
49. Bandwidth extension of intensity-based sound power estimates
50. Seabed and range estimation of impulsive time series using a convolutional neural network
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