Acoustic microphone array applications

In this report, a real time Blind Source Separation system will be created, whereby a microphone array is able to record and send recorded audio data into a central system via a network connection. Once the data is received, source separation is applied to achieve a multi-speaker speech recognition...

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Main Author: Ang, Qian Shan
Other Authors: Andy Khong W H
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/140435
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1404352023-07-07T18:45:03Z Acoustic microphone array applications Ang, Qian Shan Andy Khong W H School of Electrical and Electronic Engineering AndyKhong@ntu.edu.sg Engineering::Electrical and electronic engineering In this report, a real time Blind Source Separation system will be created, whereby a microphone array is able to record and send recorded audio data into a central system via a network connection. Once the data is received, source separation is applied to achieve a multi-speaker speech recognition system. This will be done in real-time – small blocks of audio data will be sent as soon as it is recorded and the source will be separated in real time. A robust system will be created by ensuring data received is always complete and in the correct order. Performance will be optimised over a long period of time by compressing audio data when transmitting audio data. Finally, output of the system will be displayed. Bachelor of Engineering (Electrical and Electronic Engineering) 2020-05-29T02:26:26Z 2020-05-29T02:26:26Z 2020 Final Year Project (FYP) https://hdl.handle.net/10356/140435 en application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
spellingShingle Engineering::Electrical and electronic engineering
Ang, Qian Shan
Acoustic microphone array applications
description In this report, a real time Blind Source Separation system will be created, whereby a microphone array is able to record and send recorded audio data into a central system via a network connection. Once the data is received, source separation is applied to achieve a multi-speaker speech recognition system. This will be done in real-time – small blocks of audio data will be sent as soon as it is recorded and the source will be separated in real time. A robust system will be created by ensuring data received is always complete and in the correct order. Performance will be optimised over a long period of time by compressing audio data when transmitting audio data. Finally, output of the system will be displayed.
author2 Andy Khong W H
author_facet Andy Khong W H
Ang, Qian Shan
format Final Year Project
author Ang, Qian Shan
author_sort Ang, Qian Shan
title Acoustic microphone array applications
title_short Acoustic microphone array applications
title_full Acoustic microphone array applications
title_fullStr Acoustic microphone array applications
title_full_unstemmed Acoustic microphone array applications
title_sort acoustic microphone array applications
publisher Nanyang Technological University
publishDate 2020
url https://hdl.handle.net/10356/140435
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