Speech enhancement using artificial neural networks
This project seeks to filter away noise in speech using an Artificial Neural Network (ANN). ANNs are modeled based upon the neural cells found in the human brain which aim to learn a particular routine well. The concept is simple, input information into the network so that it is able to train on its...
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| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
2012
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| Online Access: | http://hdl.handle.net/10356/50114 |
| _version_ | 1811691483621752832 |
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| author | Sim, Yan Shan. |
| author2 | Soon Ing Yann |
| author_facet | Soon Ing Yann Sim, Yan Shan. |
| author_sort | Sim, Yan Shan. |
| collection | NTU |
| description | This project seeks to filter away noise in speech using an Artificial Neural Network (ANN). ANNs are modeled based upon the neural cells found in the human brain which aim to learn a particular routine well. The concept is simple, input information into the network so that it is able to train on its own to find data patterns. |
| first_indexed | 2024-10-01T06:20:37Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/50114 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T06:20:37Z |
| publishDate | 2012 |
| record_format | dspace |
| spelling | ntu-10356/501142023-07-07T17:10:18Z Speech enhancement using artificial neural networks Sim, Yan Shan. Soon Ing Yann School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems This project seeks to filter away noise in speech using an Artificial Neural Network (ANN). ANNs are modeled based upon the neural cells found in the human brain which aim to learn a particular routine well. The concept is simple, input information into the network so that it is able to train on its own to find data patterns. Bachelor of Engineering 2012-05-30T02:12:15Z 2012-05-30T02:12:15Z 2012 2012 Final Year Project (FYP) http://hdl.handle.net/10356/50114 en Nanyang Technological University 80 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems Sim, Yan Shan. Speech enhancement using artificial neural networks |
| title | Speech enhancement using artificial neural networks |
| title_full | Speech enhancement using artificial neural networks |
| title_fullStr | Speech enhancement using artificial neural networks |
| title_full_unstemmed | Speech enhancement using artificial neural networks |
| title_short | Speech enhancement using artificial neural networks |
| title_sort | speech enhancement using artificial neural networks |
| topic | DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems |
| url | http://hdl.handle.net/10356/50114 |
| work_keys_str_mv | AT simyanshan speechenhancementusingartificialneuralnetworks |