FIELD: computer technology.
SUBSTANCE: processing a speech signal with low delay. The method for improving a speech signal comprises obtaining a noisy waveform and sequentially processing blocks of samples of the noisy waveform using a speech signal improvement model to predict the corresponding blocks of samples of the denoised waveform. During this sequential processing of each block of noisy waveform samples, a speech signal improvement model is autoregressively determined by a block of previous denoised waveform samples, wherein this block of previous denoised waveform samples is predicted by the speech signal improvement model earlier in this sequential processing of the block of previous noisy waveform samples. The speech enhancement model is trained in TFM in conjunction with IAC.
EFFECT: increasing the accuracy of processing a speech signal with a low delay.
13 cl, 6 dwg
Title | Year | Author | Number |
---|---|---|---|
METHOD AND DEVICE FOR IMPROVING SPEECH SIGNAL USING FAST FOURIER CONVOLUTION | 2022 |
|
RU2795573C1 |
ADAPTIVE AUDIO ENHANCEMENT FOR MULTICHANNEL SPEECH RECOGNITION | 2016 |
|
RU2698153C1 |
METHOD OF TRAINING A CONVOLUTION NEURAL NETWORK TO CARRY OUT TELEROENTGENOGRAM MARKINGS IN A DIRECT AND LATERAL PROJECTIONS | 2019 |
|
RU2717911C1 |
METHOD AND DEVICE FOR ENHANCING SPEECH USING SEVERAL SENSORS | 2005 |
|
RU2389086C2 |
SYSTEM AND METHOD FOR AUTOMATIC MACHINE LEARNING (AutoML) OF COMPUTER VISION MODELS FOR ANALYSING BIOMEDICAL IMAGES | 2021 |
|
RU2787558C1 |
METHOD AND APPARATUS FOR JOINT DEBAYERING AND IMAGE NOISE ELIMINATION USING A NEURAL NETWORK | 2020 |
|
RU2764395C1 |
BANDWIDTH EXPANSION DEVICE | 2010 |
|
RU2552184C2 |
DEVICE, METHOD, OR COMPUTER PROGRAM FOR GENERATING AN EXTENDED-BAND AUDIO SIGNAL USING A NEURAL NETWORK PROCESSOR | 2018 |
|
RU2745298C1 |
METHOD AND DEVICE FOR INCREASING SPEECH INTELLIGIBILITY USING SEVERAL SENSORS | 2004 |
|
RU2373584C2 |
METHOD FOR DETECTING FOCAL EPILEPTIFORM DISCHARGES IN LONG-TERM EEG RECORDING | 2020 |
|
RU2753267C1 |
Authors
Dates
2023-08-24—Published
2023-01-10—Filed