Speech based emotion recognition and gender identification using FNN and CNN Models
N Susithra, K Rajalakshmi, P Ashwath… - 2022 3rd …, 2022 - ieeexplore.ieee.org
Detection of human emotions by analyzing the speech patterns in the audio signals has
various applications including effective human-computer interaction, evaluation or …
various applications including effective human-computer interaction, evaluation or …
[PDF][PDF] Knowledge distillation for In-memory keyword spotting model.
We study a light-weight implementation of keyword spotting (KWS) for voice command and
control, that can be implemented on an in-memory computing (IMC) unit with same accuracy …
control, that can be implemented on an in-memory computing (IMC) unit with same accuracy …
Hardware architectures for embedded speaker recognition applications: a survey
Authentication technologies based on biometrics, such as speaker recognition, are attracting
more and more interest thanks to the elevated level of security offered by these …
more and more interest thanks to the elevated level of security offered by these …
A Low-Power Hardware Accelerator of MFCC Extraction for Keyword Spotting in 22nm FDSOI
With the development of artificial intelligence, the real-time feature extraction of acoustic
signals is required in a wide variety of applications, such as keyword spotting and speech …
signals is required in a wide variety of applications, such as keyword spotting and speech …
Hardware implementation of MFCC feature extraction for speech recognition on FPGA
In this paper, an FPGA-based Mel Frequency Cepstral Coefficient (MFCC) IP core for
speech recognition is presented. The implementation results on FPGA show that the …
speech recognition is presented. The implementation results on FPGA show that the …
FPGA Design for Efficient Speech Processing System
AS Raghuvanshi, D Muchahary - 2022 2nd Asian …, 2022 - ieeexplore.ieee.org
This paper aims, to develop an FPGA design for speech processing using a hardware
description language (HDL). The necessary modules used in the implementation of the …
description language (HDL). The necessary modules used in the implementation of the …
A high performance fpga-based accelerator design for end-to-end speaker recognition system
M Jiao, Y Li, P Dang, W Cao… - … Conference on Field …, 2019 - ieeexplore.ieee.org
Speaker recognition technique is significant for identification applications. X-vectors, a
robust text-independent speaker recognition system, spends plenty of time on extracting …
robust text-independent speaker recognition system, spends plenty of time on extracting …