Speech processing using digital MEMS microphones
Using speech recognition and speech separation experiments, this thesis demonstrates that the significantly reduced SNR of the MEMS microphone can be compensated for with well established adaptation techniques such as MLLR.
Rare Wild Animal Ecological Monitoring System Based on Internet of Things-A Case Study of Western Black Crested Gibbon
- Computer Science2019 12th International Conference on Intelligent Computation Technology and Automation (ICICTA)
Using the Internet of Things technology to build a rare wild animal ecological monitoring system, continuously collect data on audio, video and eco-environment factors within the system coverage to monitor the western black crested gibbon population.
A digital microphone array for distant speech recognition
- Physics2010 IEEE International Conference on Acoustics, Speech and Signal Processing
The design, implementation and testing of a digital microphone array which uses digital MEMS microphones which integrate the microphone, amplifier and analogue to digital converter on a single chip in place of the analogue microphones and external audio interfaces currently used is presented.
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Silicon microphone based on surface and bulk micromachining
In this paper a silicon microphone which can be fabricated using standard semiconductor processes is presented. The acoustic-electrical transducer is based on the capacitance change of a movable 400…
Microphone Arrays : A Tutorial
This report presents a tutorial of fundamental array processing and beamforming theory relevant to microphone array speech processing. A microphone array consists of multiple microphones placed at…
The AMI Meeting Transcription System: Progress and Performance
- Computer ScienceMLMI
Major developments such as improvements in automatic segmentation, cross-domain model adaptation, inclusion of MLP based features, improvements in decoding, language modelling and vocal tract length normalisation, the use of a new decoder, and a new system architecture are described.
HMMs and related speech recognition technologies
- Computer Science
The aim of this chapter is to review the core architecture of an HMM-based CSR system and then outline the major areas of refinement incorporated into modern systems.
The Generalised Correlation Method for Estimation of Teim Delay
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Distant Speech Recognition
- Computer Science
This book presents a meta-analysis of the literature on speech recognition and its applications in academia and industry, and some of the lessons can be applied to the design of filter banks for speech recognition systems.
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- EngineeringTechnical Digest. MEMS 2001. 14th IEEE International Conference on Micro Electro Mechanical Systems (Cat. No.01CH37090)
Distant Speech Recognition: Bridging the Gaps
- Physics2008 Hands-Free Speech Communication and Microphone Arrays
While great progress has been made in both fields, there is currently a relatively large rift between researchers engaged in acoustic array processing and those engaged in automatic speech…