Pub Date : 2018-07-01DOI: 10.1109/ICRIEECE44171.2018.9008874
Sulochana Roy
Staying connected 24 X 7 with our near and dear ones and providing them with continuous added security services, especially when women and children step out of their houses to meet their daily needs, is one of the major challenges faced in today's society. In this project we aim to propose the design of an Internet of Things - based safety device using the Raspberry Pi 3 microcontroller, along with a pair of Android applications that would assist the primary user in notifying the required faculty instantaneously during any sort of emergency condition. Not only would this help the guardian to track the current location of the primary user i.e. their ward on receiving an emergency notification with the timestamp or allow the primary user to forward emergency calls to the nearest located emergency service provider, like ambulance, police, car workshops, cab services, which is mapped by the application of a clustering algorithm but also helps in capturing the allied emergency data like images or voice clips, storing the links to those in the Firebase cloud and then streaming it live over the Android application, once the guardian tries to read the notification forwarded to him/her by the primary user. These real time data being constantly stored in the Firebase storage, acts as a concrete source of reliable information, that can be of great help to the users in future for any sort of criminal or other investigations. Also the proposed system has been so designed that both the Android application and the IOT-based safety device can work independently of each other, with each one connected to the same or different Wifi networks, as per the availability, in order to minimize the chances of failure of this safety package when applied to real life scenario's.
{"title":"IOT Enabled Security System for Android users","authors":"Sulochana Roy","doi":"10.1109/ICRIEECE44171.2018.9008874","DOIUrl":"https://doi.org/10.1109/ICRIEECE44171.2018.9008874","url":null,"abstract":"Staying connected 24 X 7 with our near and dear ones and providing them with continuous added security services, especially when women and children step out of their houses to meet their daily needs, is one of the major challenges faced in today's society. In this project we aim to propose the design of an Internet of Things - based safety device using the Raspberry Pi 3 microcontroller, along with a pair of Android applications that would assist the primary user in notifying the required faculty instantaneously during any sort of emergency condition. Not only would this help the guardian to track the current location of the primary user i.e. their ward on receiving an emergency notification with the timestamp or allow the primary user to forward emergency calls to the nearest located emergency service provider, like ambulance, police, car workshops, cab services, which is mapped by the application of a clustering algorithm but also helps in capturing the allied emergency data like images or voice clips, storing the links to those in the Firebase cloud and then streaming it live over the Android application, once the guardian tries to read the notification forwarded to him/her by the primary user. These real time data being constantly stored in the Firebase storage, acts as a concrete source of reliable information, that can be of great help to the users in future for any sort of criminal or other investigations. Also the proposed system has been so designed that both the Android application and the IOT-based safety device can work independently of each other, with each one connected to the same or different Wifi networks, as per the availability, in order to minimize the chances of failure of this safety package when applied to real life scenario's.","PeriodicalId":393891,"journal":{"name":"2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE)","volume":"98 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114506531","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-07-01DOI: 10.1109/ICRIEECE44171.2018.9008441
Sehajpal Kaur, Mandeep Singh, Harpuneet Singh Gill, P. Priyanka, M. Singh
In Optical communication, optical switching has become most essential part of optical signal processing. This paper describes 2×2 electro-optic switch based on Mach-Zehnder interferometer with Titanium(Ti) diffused in lithium niobate substrate at 1.3μm, 1.46μm and 1.55μm. Investigations has been done to find the optimum value of switching by varying titanium strip thickness for different wavelengths. By optimization major design parameters, insertion loss and extinction ratio have been evaluated in detail. The proposed switch gives highest extinction ratio of 33.66 dB and insertion loss of 0.0107dB at 1.55μm.
{"title":"Performance Evaluation of Ti:LiNbO3 Mach-Zehnder Interferometer Switch at 1.3μm, 1.46μm and 1.55μm","authors":"Sehajpal Kaur, Mandeep Singh, Harpuneet Singh Gill, P. Priyanka, M. Singh","doi":"10.1109/ICRIEECE44171.2018.9008441","DOIUrl":"https://doi.org/10.1109/ICRIEECE44171.2018.9008441","url":null,"abstract":"In Optical communication, optical switching has become most essential part of optical signal processing. This paper describes 2×2 electro-optic switch based on Mach-Zehnder interferometer with Titanium(Ti) diffused in lithium niobate substrate at 1.3μm, 1.46μm and 1.55μm. Investigations has been done to find the optimum value of switching by varying titanium strip thickness for different wavelengths. By optimization major design parameters, insertion loss and extinction ratio have been evaluated in detail. The proposed switch gives highest extinction ratio of 33.66 dB and insertion loss of 0.0107dB at 1.55μm.","PeriodicalId":393891,"journal":{"name":"2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121893546","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-07-01DOI: 10.1109/ICRIEECE44171.2018.9009167
Arpita Ghosh, S. Sarkar
The paper presents the implementation of a three-point Median filter with Single-electron-transistor and Metal-Oxide-Semiconductor-Field-Effect-Transistor based hybrid technology. The Median filters are often used in image processing applications for removing the impulse noise of an image. This non-linear filter is utilized in different commercial and medical image processing applications. The median filter implementation with the SET-CMOS hybrid technology can make the filter more compact and less power consuming.
{"title":"Hybrid SET-CMOS Based Implementation of Three-Point Median Filter for Image Processing Applications","authors":"Arpita Ghosh, S. Sarkar","doi":"10.1109/ICRIEECE44171.2018.9009167","DOIUrl":"https://doi.org/10.1109/ICRIEECE44171.2018.9009167","url":null,"abstract":"The paper presents the implementation of a three-point Median filter with Single-electron-transistor and Metal-Oxide-Semiconductor-Field-Effect-Transistor based hybrid technology. The Median filters are often used in image processing applications for removing the impulse noise of an image. This non-linear filter is utilized in different commercial and medical image processing applications. The median filter implementation with the SET-CMOS hybrid technology can make the filter more compact and less power consuming.","PeriodicalId":393891,"journal":{"name":"2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117037022","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-07-01DOI: 10.1109/ICRIEECE44171.2018.9008457
M. Jena, G. P. Mishra, B. B. Mangaraj
In this article, we have presented a design of Microstrip Patch Antenna (MPA) using hybrid fractal slot (Koch-Koch) for wideband applications. In modern era, the different variety of antennas are available that can be used in the field of communication but some systems require ultra wideband and multiband antennas like commercial and military telecommunication system. Microstrip antennas have limitation of narrow bandwidth. Fractal geometries have marvelous kind of distinct properties from other antennas. For achieving the desired miniaturization and multiband properties, different shapes of fractals are used. Fractal slots can be made in microstrip patch so that its limitations can be evicted. In this paper, we studied about the different fractal slot geometries that enhance its use for different kinds of applications.
{"title":"Microstrip Patch Antenna Design Using Fractal Slot Geometries for Multiband &; Wideband Applications","authors":"M. Jena, G. P. Mishra, B. B. Mangaraj","doi":"10.1109/ICRIEECE44171.2018.9008457","DOIUrl":"https://doi.org/10.1109/ICRIEECE44171.2018.9008457","url":null,"abstract":"In this article, we have presented a design of Microstrip Patch Antenna (MPA) using hybrid fractal slot (Koch-Koch) for wideband applications. In modern era, the different variety of antennas are available that can be used in the field of communication but some systems require ultra wideband and multiband antennas like commercial and military telecommunication system. Microstrip antennas have limitation of narrow bandwidth. Fractal geometries have marvelous kind of distinct properties from other antennas. For achieving the desired miniaturization and multiband properties, different shapes of fractals are used. Fractal slots can be made in microstrip patch so that its limitations can be evicted. In this paper, we studied about the different fractal slot geometries that enhance its use for different kinds of applications.","PeriodicalId":393891,"journal":{"name":"2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128525098","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-07-01DOI: 10.1109/ICRIEECE44171.2018.9009281
Jorge Buele, Franklin Salazar L, Homero J. Velasteguí, J. Espinoza, Victoria M. López, Pablo A. Zambrano, Angel Soria, Daniel Fiallos
In this paper we propose the low-cost solutions granted to university students to contribute to their professional development. Two control systems were simulated applying embedded devices, such as the BeagleBone Black and Udoo Neo Full boards applied on a didactic flow station. With these prototypes, the aim is to develop critical thinking in the user as well as putting into practice, the learned concepts about advanced controllers. To visualize the events produced, an interface can be made in the software LabVIEW and the option of saving this data in an .xlsx file is added for the later analysis of this information. The validation of the project is carried out by evaluating the acceptance of these characteristics by the students and the experimental results of the controller to changes in the set-point value.
{"title":"Implementation of a Fuzzy Controller on Low-Cost Embedded Systems for Learning Process Control","authors":"Jorge Buele, Franklin Salazar L, Homero J. Velasteguí, J. Espinoza, Victoria M. López, Pablo A. Zambrano, Angel Soria, Daniel Fiallos","doi":"10.1109/ICRIEECE44171.2018.9009281","DOIUrl":"https://doi.org/10.1109/ICRIEECE44171.2018.9009281","url":null,"abstract":"In this paper we propose the low-cost solutions granted to university students to contribute to their professional development. Two control systems were simulated applying embedded devices, such as the BeagleBone Black and Udoo Neo Full boards applied on a didactic flow station. With these prototypes, the aim is to develop critical thinking in the user as well as putting into practice, the learned concepts about advanced controllers. To visualize the events produced, an interface can be made in the software LabVIEW and the option of saving this data in an .xlsx file is added for the later analysis of this information. The validation of the project is carried out by evaluating the acceptance of these characteristics by the students and the experimental results of the controller to changes in the set-point value.","PeriodicalId":393891,"journal":{"name":"2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124199623","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-07-01DOI: 10.1109/ICRIEECE44171.2018.9008670
Abhishek Kumar, A. Singhal, K. Vengatesan, Deepak Kumar Verma
In the current scenario of education Animation is playing a vital role to enhance the student learning. Currently Animation is used in every industry for example Film, television, Gaming, Visualization, technical simulation, Motion Graphics & Medical.This research paper helps you to develop the industry- oriented program of multimedia interactive learning based animation which will improve the student learning motivation to create 3D animation and opt for this course as a career also.
{"title":"Study and Research of 3D Animation Courseware Development","authors":"Abhishek Kumar, A. Singhal, K. Vengatesan, Deepak Kumar Verma","doi":"10.1109/ICRIEECE44171.2018.9008670","DOIUrl":"https://doi.org/10.1109/ICRIEECE44171.2018.9008670","url":null,"abstract":"In the current scenario of education Animation is playing a vital role to enhance the student learning. Currently Animation is used in every industry for example Film, television, Gaming, Visualization, technical simulation, Motion Graphics & Medical.This research paper helps you to develop the industry- oriented program of multimedia interactive learning based animation which will improve the student learning motivation to create 3D animation and opt for this course as a career also.","PeriodicalId":393891,"journal":{"name":"2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114238978","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-07-01DOI: 10.1109/ICRIEECE44171.2018.9009218
Rajib Lochan Dash, Laxminarayan Behera, B. Mohanty, Prakash Kumar Hota
This paper presents an economical expediency of grid connected hybrid (PV/Wind turbine) power system for remote village in Khurdha District, Odisha(20.1301°N,85.4788° E)in India. The work is an approach towards the betterment of rural areas providing a cleaner ecofriendly environment by using renewable energy resources to meet the load requirements. The analysis is carried out by investigating the potentials of wind and solar energy and collecting data from different sources. Hybrid Optimization Model for Electric Renewable (HOMER) Pro software is used to analyze the available data and economic feasibility of the proposed hybrid power system. In this paper, two types of models named off-grid and on grid are designed and optimized for comparison purposes. Also, sensitivity analysis has been performed for each model in order to determine the effect of variations in grid energy cost on its total cost. The simulation results indicate that the proposed grid connected hybrid (PV/Wind turbine) power system is most suitable and cost competitive for the mentioned region.
{"title":"Cost and sensitivity analysis of a microgrid using HOMER-Pro software in both grid connected and standalone mode","authors":"Rajib Lochan Dash, Laxminarayan Behera, B. Mohanty, Prakash Kumar Hota","doi":"10.1109/ICRIEECE44171.2018.9009218","DOIUrl":"https://doi.org/10.1109/ICRIEECE44171.2018.9009218","url":null,"abstract":"This paper presents an economical expediency of grid connected hybrid (PV/Wind turbine) power system for remote village in Khurdha District, Odisha(20.1301°N,85.4788° E)in India. The work is an approach towards the betterment of rural areas providing a cleaner ecofriendly environment by using renewable energy resources to meet the load requirements. The analysis is carried out by investigating the potentials of wind and solar energy and collecting data from different sources. Hybrid Optimization Model for Electric Renewable (HOMER) Pro software is used to analyze the available data and economic feasibility of the proposed hybrid power system. In this paper, two types of models named off-grid and on grid are designed and optimized for comparison purposes. Also, sensitivity analysis has been performed for each model in order to determine the effect of variations in grid energy cost on its total cost. The simulation results indicate that the proposed grid connected hybrid (PV/Wind turbine) power system is most suitable and cost competitive for the mentioned region.","PeriodicalId":393891,"journal":{"name":"2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124346113","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-07-01DOI: 10.1109/ICRIEECE44171.2018.9008560
Balwant Singh, Vinod Shokeen, R. Asthana
Device to Device (D2D) communication is very demanding technology for today’s communication system due to heavy traffic of data and voice. So there must be improvement in spectral efficiency and system capacity. Higher order modulation technique in wireless communication system can increase the system capacity but the major problem is Inter Symbol Interference (ISI). This paper is going to reduce effect of ISI by transmission of beamforming in IEEE802.11ac. Result will show improved SNR while beamformed transmission is performed instead of spatial expansion transmission. There is increment in the received power so this technique also provides more reliable demodulation for higher order modulation and coding schemes, used for the transmission.
{"title":"Reduction of ISI by Beamforming Transmission in IEEE802.11ac","authors":"Balwant Singh, Vinod Shokeen, R. Asthana","doi":"10.1109/ICRIEECE44171.2018.9008560","DOIUrl":"https://doi.org/10.1109/ICRIEECE44171.2018.9008560","url":null,"abstract":"Device to Device (D2D) communication is very demanding technology for today’s communication system due to heavy traffic of data and voice. So there must be improvement in spectral efficiency and system capacity. Higher order modulation technique in wireless communication system can increase the system capacity but the major problem is Inter Symbol Interference (ISI). This paper is going to reduce effect of ISI by transmission of beamforming in IEEE802.11ac. Result will show improved SNR while beamformed transmission is performed instead of spatial expansion transmission. There is increment in the received power so this technique also provides more reliable demodulation for higher order modulation and coding schemes, used for the transmission.","PeriodicalId":393891,"journal":{"name":"2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128027808","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-07-01DOI: 10.1109/ICRIEECE44171.2018.9009340
S. Priyadarshini, S. K. Sarangi, K. C. Bhuyan
This paper gives overall information about a real-time speaker identification system (SI). We create a real-time database taking all different real-time conditions. We use baseline cepstral features, i.e., Mel Frequency Cepstral Coefficients (MFCC) alone with proposed approach, i.e., Speech signal-based Frequency Cepstral Coefficients (SFCC). Here the proposed system provides better performance than that of MFCC for real time speaker identification system. The overall identification accuracy of proposed approach is 27% relative improvement over baseline method.
{"title":"A Novel Approach To Enhance The Efficiency Of Real-Time Speaker Identification System","authors":"S. Priyadarshini, S. K. Sarangi, K. C. Bhuyan","doi":"10.1109/ICRIEECE44171.2018.9009340","DOIUrl":"https://doi.org/10.1109/ICRIEECE44171.2018.9009340","url":null,"abstract":"This paper gives overall information about a real-time speaker identification system (SI). We create a real-time database taking all different real-time conditions. We use baseline cepstral features, i.e., Mel Frequency Cepstral Coefficients (MFCC) alone with proposed approach, i.e., Speech signal-based Frequency Cepstral Coefficients (SFCC). Here the proposed system provides better performance than that of MFCC for real time speaker identification system. The overall identification accuracy of proposed approach is 27% relative improvement over baseline method.","PeriodicalId":393891,"journal":{"name":"2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125711544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-07-01DOI: 10.1109/ICRIEECE44171.2018.9009108
Nadeem Pasha, R. S
ASR converts speech signal into corresponding text form. The performance of an ASR decreases under noisy environment. To overcome this problem a speech enhancement need to be performed on noisy speech before being fed to an ASR system. Speech enhancement techniques have been developed over past several decades, some of these techniques introduce musical noise. To achieve further improvement in recognition accuracy, a generalized distillation framework is used in which machines learns machines. In this paper, an ASR is implemented for noisy kannada language speech using generalized distillation framework. In this framework, a teacher machine is trained with clean speech and student machine with 4 different noise speech and teacher machine help student machine to learn by providing additional information needed. During test phase, a student machine is tested with 4 different noise speech other than used in training. A DNN acoustic model is build using a 39 dimension MFSC features and bi-gram language model is created using Kaldi Speech Recognition Toolkit. Experimental results shows that generalized distillation framework for kannada noisy speech achieved a reduction in WER compared to an HMM-GMM approach.
{"title":"Continuous Kannada Noisy Speech Recognition","authors":"Nadeem Pasha, R. S","doi":"10.1109/ICRIEECE44171.2018.9009108","DOIUrl":"https://doi.org/10.1109/ICRIEECE44171.2018.9009108","url":null,"abstract":"ASR converts speech signal into corresponding text form. The performance of an ASR decreases under noisy environment. To overcome this problem a speech enhancement need to be performed on noisy speech before being fed to an ASR system. Speech enhancement techniques have been developed over past several decades, some of these techniques introduce musical noise. To achieve further improvement in recognition accuracy, a generalized distillation framework is used in which machines learns machines. In this paper, an ASR is implemented for noisy kannada language speech using generalized distillation framework. In this framework, a teacher machine is trained with clean speech and student machine with 4 different noise speech and teacher machine help student machine to learn by providing additional information needed. During test phase, a student machine is tested with 4 different noise speech other than used in training. A DNN acoustic model is build using a 39 dimension MFSC features and bi-gram language model is created using Kaldi Speech Recognition Toolkit. Experimental results shows that generalized distillation framework for kannada noisy speech achieved a reduction in WER compared to an HMM-GMM approach.","PeriodicalId":393891,"journal":{"name":"2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115794923","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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