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41
A Wavelet Model for Vocalic Speech Coarticulation
In: DTIC AND NTIS (1994)
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42
High-Performance Speech Recognition Using Consistency Modeling.
In: DTIC AND NTIS (1994)
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43
Signal- and Listener-Based Factors in Complex Auditory Pattern Perception
In: DTIC AND NTIS (1993)
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44
Application of a Back-Propagation Neural Network to Isolated-Word Speech Recognition
In: DTIC AND NTIS (1993)
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45
The Use of Distinctive Features for Automatic Speech Recognition
In: DTIC AND NTIS (1991)
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46
Massively Parallel Network Architectures for Automatic Recognition of Visual Speech Signals
In: DTIC AND NTIS (1990)
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47
Acoustic Classification with Neural Networks
In: DTIC AND NTIS (1990)
Abstract: A major objective of the research that is described in this report was the preliminary development and testing of neural networks to aid a sonar operator in detecting and classifying sonar signals and signatures. Two networks were developed to recognize a set of sounds that is representative of sonar pulse type signals. The pattern vector inputs were derived from the signal spectra. Both networks are time delay neural networks that classify by recognizing spectral shapes and the first and second differences of spectral shapes. One is a back propagation network and the other is a network that does not contain weights and thus is much simpler than back propagation networks to implement in hardware. Both networks demonstrated a very low false alarm rate and were as accurate or significantly more accurate than the test subjects at signal detection and classification. When the subjects were prompted by a network they were more accurate at finding and classifying the more difficult to detect signals. Our preliminary conclusion is that neural networks will have great value in detecting sonar pulses which is an important signal class. The architecture and understanding of the weightless network that was developed during Phase I leads us to believe that networks of this type may become important in sonar signal analysis. (jhd)
Keyword: *NEURAL NETS; *SONAR SOUND ANALYZERS; *TARGET CLASSIFICATION; ACCURACY; ACOUSTIC DETECTION; Acoustic Detection and Detectors; ACOUSTIC SIGNATURES; Computer Programming and Software; DELAY; PE61153N; PROPAGATION; SHAPE; SONAR PERSONNEL; SONAR PULSES; SONAR SIGNALS; TIME INTERVALS; WEIGHTLESSNESS
URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA219464
http://www.dtic.mil/docs/citations/ADA219464
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48
Removal of Noise from Noise-Degraded Speech Signals. Panel on Removal of Noise from a Speech/Noise Signal
In: DTIC AND NTIS (1989)
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49
Finding Acoustic Regularities in Speech: Applications to Phonetic Recognition
In: DTIC AND NTIS (1988)
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50
Finding Acoustic Regularities in Speech: Applications to Phonetic Recognition.
In: DTIC AND NTIS (1988)
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51
Speech Recognition: Acoustic-Phonetic Knowledge Acquisition and Representation.
In: DTIC AND NTIS (1987)
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52
Time-Frequency Representations for Speech Signals.
In: DTIC AND NTIS (1987)
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53
Speech Recognition: Acoustic, Phonetic and Lexical
In: DTIC AND NTIS (1985)
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54
Speech Recognition: Acoustic, Phonetic and Lexical Knowledge
In: DTIC AND NTIS (1985)
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55
Perception of Acoustic Transients.
In: DTIC AND NTIS (1984)
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56
Processing Speech for Analysis Using Optical Fourier Techniques.
In: DTIC AND NTIS (1984)
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57
Sensitivity Based Segmentation and Identification in Automatic Speech Recognition.
In: DTIC AND NTIS (1984)
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58
Auditory Induction of Discrete Tones in Signal Detection Tasks.
In: DTIC AND NTIS (1983)
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59
Status Report on Speech Research, 1 April-30 June 1981.
In: DTIC AND NTIS (1981)
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60
Symposium on the Recognition and Classification of Aural (Non-Speech) Signals Held at Cambridge, Massachusetts on 28-30 June 1978.
In: DTIC AND NTIS (1980)
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