Browse Items (3 total)
- Collection: Vol. 9 No. 2 (2020) March 2020
Sort by:
Sunspot Time Series Forecasting using Deep
Learning
Abstract:In order to forecast solar cycle 25, sunspot numbers(SSN) from
1700 2018 was used as a time series to predict the next eleven years.
deep long short-term memory(LSTM) was exploited to do the forecast, rst
the dataset was split into…
1700 2018 was used as a time series to predict the next eleven years.
deep long short-term memory(LSTM) was exploited to do the forecast, rst
the dataset was split into…
Continuous Speech and Time-Frequency Transform Using the Kalman Filter
In this paper, a Radial Basis Function-based Kalman filter has been utilized to in order to extended to the time-frequency transform, also called a spectrogram or spectrograph, and also been applied to simple continuous speech.
Speech Enhancement and Recognition using Kalman Filter Modified via Radial Basis Function
In this paper, a Radial Basis Function-based Kalman filter has been utilized to perform speech enhancement of an audio signal. Moreover, in order to accomplish speech recognition, correlation after detecting signal envelop has been applied. Based on…