An isolated-word speech recognition system using neural networks

An isolated-word speech recognition system using neural networks

This paper describes an isolated-word, speaker independent, speech recognition system based on neural networks. The system was developed for a 32 words vocabulary including the digits, movement commands and arithmetic operation commands. The recognition rate achieved for a directly recorded speech,...

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Bibliographische Detailangaben
Hauptverfasser: Runstein, F., Violaro, F.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Arithmetic
Cepstral analysis
Discrete Fourier transforms
Filtering
Linear predictive coding
Neural networks
Neurons
Speech recognition
Testing
Vocabulary
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Beschreibung
Zusammenfassung:This paper describes an isolated-word, speaker independent, speech recognition system based on neural networks. The system was developed for a 32 words vocabulary including the digits, movement commands and arithmetic operation commands. The recognition rate achieved for a directly recorded speech, band-limited to 3.4 kHz, was greater than 96%.
DOI:10.1109/MWSCAS.1995.504498