A New Evidence Model for Missing Data Speech Recognition With Applications in Reverberant Multi-Source Environments
Conventional hidden Markov model (HMM) decoders often experience severe performance degradations in practice due to their inability to cope with uncertain data in time-varying environments. In order to address this issue, we propose the bounded-Gauss-Uniform mixture probablity density function (pdf)...
| Main Authors: | Kuhne, M., Togneri, R., Nordholm, Sven |
|---|---|
| Format: | Journal Article |
| Published: |
IEEE Signal Processing Society
2011
|
| Online Access: | http://hdl.handle.net/20.500.11937/36504 |
Similar Items
Adaptive Beamforming and soft missing data decoding for robust speech recognition in reverberant environments
by: Kuhne, M., et al.
Published: (2008)
by: Kuhne, M., et al.
Published: (2008)
Evidence Modeling for Missing Data Speech Recognition Using Small Microphone Arrays
by: Kuhne, M., et al.
Published: (2011)
by: Kuhne, M., et al.
Published: (2011)
Robust Source Localization in Reverberant Environments Based on Weighted Fuzzy Clustering
by: Kuhne, M., et al.
Published: (2009)
by: Kuhne, M., et al.
Published: (2009)
A novel fuzzy clustering algorithm using observation weighting and context information for reverberant blind speech separation
by: Kuhne, M., et al.
Published: (2009)
by: Kuhne, M., et al.
Published: (2009)
Time-Frequency Masking: Linking Blind Source Separation and Robust Speech Recognition
by: Kuhne, M., et al.
Published: (2008)
by: Kuhne, M., et al.
Published: (2008)
Towards The Use of Full Covariance Models for Missing Data Speaker Recognition
by: Kuhne, M., et al.
Published: (2008)
by: Kuhne, M., et al.
Published: (2008)
A robust approach to reverberant blind source separation in the presence of noise for arbitrarily arranged sensors
by: Jafari, I., et al.
Published: (2012)
by: Jafari, I., et al.
Published: (2012)
Speech Enhancement Strategy for Speech Recognition Microcontroller under Noisy Environments
by: Chan, Kit Yan, et al.
Published: (2013)
by: Chan, Kit Yan, et al.
Published: (2013)
Source number estimation in reverberant conditions via full-band weighted, adaptive fuzzy c-means clustering
by: Hollick, J., et al.
Published: (2014)
by: Hollick, J., et al.
Published: (2014)
On the integration of time-frequency masking speech separation and recognition in underdetermined environments
by: Jafari, I., et al.
Published: (2012)
by: Jafari, I., et al.
Published: (2012)
Second-order-based blind signal separation in reverberant environments
by: Low, S., et al.
Published: (2015)
by: Low, S., et al.
Published: (2015)
On the indoor beamformer design with reverberation
by: Li, Z., et al.
Published: (2014)
by: Li, Z., et al.
Published: (2014)
Sound source localization for subband-based two speech separation in room environment
by: Dam, H., et al.
Published: (2013)
by: Dam, H., et al.
Published: (2013)
Reverberations
by: Pendal, Simon, et al.
Published: (2014)
by: Pendal, Simon, et al.
Published: (2014)
Evaluations on underdetermined blind source separation in adverse environments using time-frequency masking
by: Jafari, I., et al.
Published: (2013)
by: Jafari, I., et al.
Published: (2013)
Multichannel filters for speech recognition using a particle swarm optimization
by: Chan, Kit Yan, et al.
Published: (2012)
by: Chan, Kit Yan, et al.
Published: (2012)
Tracking and separation of multiple moving speech sources via cardinality balanced multi-Target multi Bernoulli (CBMeMBer) filter and time frequency masking
by: Chong, Nicholas, et al.
Published: (2017)
by: Chong, Nicholas, et al.
Published: (2017)
FPGA multi-filter system for speech enhancement via multi-criteriaoptimization
by: Yiu, C., et al.
Published: (2014)
by: Yiu, C., et al.
Published: (2014)
EMC applications for military: Reverberation chamber tests
by: Choeysakul, Chittawan, et al.
Published: (2015)
by: Choeysakul, Chittawan, et al.
Published: (2015)
On the use of the Watson mixture model for clustering-based under-determined blind source separation
by: Jafari, I., et al.
Published: (2014)
by: Jafari, I., et al.
Published: (2014)
Speech recognition enhancement using beamforming and a genetic algorithm
by: Chan, Kit Yan, et al.
Published: (2009)
by: Chan, Kit Yan, et al.
Published: (2009)
Underdetermined Blind Source Separation with Fuzzy Clustering for Arbitrarily Arranged Sensors
by: Jafari, I., et al.
Published: (2011)
by: Jafari, I., et al.
Published: (2011)
Underdetermined Blind Source Separation with Fuzzy Clustering for Arbitarily Arranged Sensors
by: Jafari, I., et al.
Published: (2011)
by: Jafari, I., et al.
Published: (2011)
Source separation employing beamforming and SRP-PHAT localization in three-speaker room environments
by: Nordholm, Sven
Published: (2017)
by: Nordholm, Sven
Published: (2017)
Multi-Decision Sub-Band Voice Activity Detection for Speech Enhancement
by: Davis, A., et al.
Published: (2008)
by: Davis, A., et al.
Published: (2008)
Microsoft Speech Recognition As A New Way Of Communication In Augmented Reality Environment
by: Ngu, Wen Woo
Published: (2013)
by: Ngu, Wen Woo
Published: (2013)
The investigation of frame disturbance (FD) in perceptual evaluation speech quality (PESQ) as a perceptual metric
by: Jusoh, A., et al.
Published: (2015)
by: Jusoh, A., et al.
Published: (2015)
Time-frequency clustering with weighted and contextual information for convolutive blind source separation
by: Jafari, I., et al.
Published: (2014)
by: Jafari, I., et al.
Published: (2014)
On the use of contextual time frequency information for full-band clustering-based convolutive blind source separation
by: Atcheson, M., et al.
Published: (2014)
by: Atcheson, M., et al.
Published: (2014)
Enhancement of speech recognitions for control automation using an intelligent particle swarm optimization
by: Chan, Kit Yan, et al.
Published: (2012)
by: Chan, Kit Yan, et al.
Published: (2012)
Attack of the creationist reverberators! or: The end of the World (As We Know It)
by: Hartley, John
Published: (2010)
by: Hartley, John
Published: (2010)
Prediction of classroom reverberation time using neural network
by: Zainudin, Fathin Liyana, et al.
Published: (2018)
by: Zainudin, Fathin Liyana, et al.
Published: (2018)
The investigation of frame disturbance (fd) in perceptual evaluation speech quality (PESQ) as a perceptual metric
by: Jusoh, Ahmad Zamani, et al.
Published: (2015)
by: Jusoh, Ahmad Zamani, et al.
Published: (2015)
Improved a priori SNR estimation with application in Log-MMSE speech estimation
by: Höglund, N., et al.
Published: (2009)
by: Höglund, N., et al.
Published: (2009)
Noise Statistics Update Adaptive Beamfomer With PSD Estimation for Speech Extraction in Noisy Environment
by: Dam, Hai Huyen Heidi, et al.
Published: (2008)
by: Dam, Hai Huyen Heidi, et al.
Published: (2008)
A multi-filter system for speech enhancement under low signal-to-noise ratios
by: Yiu, Ka Fai, et al.
Published: (2009)
by: Yiu, Ka Fai, et al.
Published: (2009)
A multi-filter system for speech enhancement under low signal-to-noise ratios
by: Yiu, Ka Fai, et al.
Published: (2009)
by: Yiu, Ka Fai, et al.
Published: (2009)
Replacing missing values using trustworthy data values from web data sources
by: Mohd Jaya, Mohd Izham, et al.
Published: (2017)
by: Mohd Jaya, Mohd Izham, et al.
Published: (2017)
Command by speech recognition
by: Ardian Syah, Mohd Yusof
Published: (2008)
by: Ardian Syah, Mohd Yusof
Published: (2008)
Self-supervised learning for automatic speech recognition In low-resource environments
by: Fatehi, Kavan
Published: (2024)
by: Fatehi, Kavan
Published: (2024)
Similar Items
-
Adaptive Beamforming and soft missing data decoding for robust speech recognition in reverberant environments
by: Kuhne, M., et al.
Published: (2008) -
Evidence Modeling for Missing Data Speech Recognition Using Small Microphone Arrays
by: Kuhne, M., et al.
Published: (2011) -
Robust Source Localization in Reverberant Environments Based on Weighted Fuzzy Clustering
by: Kuhne, M., et al.
Published: (2009) -
A novel fuzzy clustering algorithm using observation weighting and context information for reverberant blind speech separation
by: Kuhne, M., et al.
Published: (2009) -
Time-Frequency Masking: Linking Blind Source Separation and Robust Speech Recognition
by: Kuhne, M., et al.
Published: (2008)