-
Schmitz Thomas
Click on cover to enlarge.
Buy This Book
From Amazon.
0 - 1Hours to read
دانلود کتاب Nonlinear Real-Time Emulation of a Tube Amplifier with a Long Short Term Memory Neural-Network
by Schmitz Thomas|
|
عنوان فارسی: غیر خطی زمان واقعی شبیه سازی از یک لوله تقویت کننده با یک حافظه کوتاه مدت عصبی-شبکه |
دانلود کتاب
جزییات کتاب
Numerous audio systems for musicians are expensive and bulky. Therefore, it could be advantageous to model
them and to replace them by computer emulation. Their nonlinear behavior requires the use of complex models.
We propose to take advantage of the progress made in the field of machine learning to build a new model for such
nonlinear audio devices (such as the tube amplifier). This paper specially focuses on the real-time constraints of the
model. Modifying the structure of the Long Short Term Memory neural-network has led to a model 10 times faster
while keeping a very good accuracy. Indeed, the root mean square error between the signal coming from the tube
amplifier and the output of the neural network is around 2%.
them and to replace them by computer emulation. Their nonlinear behavior requires the use of complex models.
We propose to take advantage of the progress made in the field of machine learning to build a new model for such
nonlinear audio devices (such as the tube amplifier). This paper specially focuses on the real-time constraints of the
model. Modifying the structure of the Long Short Term Memory neural-network has led to a model 10 times faster
while keeping a very good accuracy. Indeed, the root mean square error between the signal coming from the tube
amplifier and the output of the neural network is around 2%.
کتاب های مرتبط
این کتاب رو مطالعه کردید؟ نظر شما چیست؟
برای ارسال نظر، لطفا وارد شوید.
نظر دهید
Adding comments has been disabled.
نظرات (0)
هنوز نظری داده نشده است. شما اولین باشید!
