Appraisal Study of Speech Recognition EDI in Emerging Technologies

1. International Journal of Trend in International Open Access Journal International Open Access Journal | www.ijtsrd.com International Journal of Trend in Scientific Research and Development (IJTSRD) Research and Development (IJTSRD) www.ijtsrd.com ISSN No: 2456 International Con Organised By: V. P. Institute of Management Studies & Research (VPIMSR), Sangli Organised By: V. P. Institute of Management Studies & Research (VPIMSR), Sangli Organised By: V. P. Institute of Management Studies & Research (VPIMSR), Sangli ISSN No: 2456 - 6470 | Conference Issue – ICDEBI International Conference on Digital Economy and Its Impact on Business and Industry ICDEBI-2018 ference on Digital Economy and Appraisal EDI i Appraisal Study of Speech Recognition in EmergingTechnologies Dr. Abhijeetsinh Jadeja Dr. Abhijeetsinh Jadeja1, Miss Sweta Barot2 1Assistant Professor, 2Student mputer Studies, KSV University, Gandhinagar, Gujarat B. P. College of Computer Studies Gujarat ABSTRACT Speech could be a natural mode to move with others. With speech, we are able to categorical our words to others. Speech recognition could be a method or technology wherever the statements or commands of human speech to grasp and react accordingly recognition permits machining system to show the incoming speech signals into commands through method of distinguishing and understanding. It additionally creates the natural language operate. Main Goal of speech recognition is to attain higher language communication between man and machine. So it is a great technology of human machine interface. The paper describes the speech recognition technology development is all basic principles, strategies and classification of this technology. Accuracy of various strategies of speech technology provided to prepared strategies with their performance side. By this paper focus on various mobile base speech recognition technologies available with comparisons’. KEYWORD: Speech; Speech recognition; machine control; human machine interaction; communication; device control 1.INTRODUCTION Electronic DataInterchange(EDI) transmission technique that gives standards for exchanging information via any electronic means that. 1.1 HISTORY of EDI Like several alternative early info technologies, EDI was impressed by developments in military The quality of the 1948 Berlin airlift needed the event The quality of the 1948 Berlin airlift needed the event of ideas and ways to exchange, generally over a three hundred baud rate teletype elect immense quantities of information and data concerning transported product. These initial ideas later formed the primary TDCC (Transportation information coordinating within the USA. Among the primary integrated systems mistreatment EDI were Freight management Systems.[1] One such period of time system was the London flying field shipment EDP theme (LACES) at Heathrow flying field, London, UK, in 1971. Implementing the direct dealer input (DTI) technique, it allowed forwarding agents to enter info directly into the Customs process system reducing the time for clearance. The rise of maritime traffic and Customs just like those tough at Heathrow flying field light-emitting diode to the implementation of DTI systems in individual ports or cluster of por the Nineteen Eighties, 1.2 Types of EDI 1)Direct EDI/Point-to-Point Brought to prominence by Wal generally referred to as point establishes one association between 2 partners. During this approach, you connect with every business partner severally. It offers management for the business partners and is most ordinarily used between larger customers and suppliers with lots of daily transactions. 2)EDI via VAN or ED supplier an alternate to the direct EDI model is associate EDI Network Services supplier, which, before the EDI Network Services supplier, which, before the Speech could be a natural mode to move with others. With speech, we are able to categorical our words to of ideas and ways to exchange, generally over a three hundred baud rate teletype electronic equipment, immense quantities of information and data concerning transported product. These initial ideas later formed the primary TDCC (Transportation coordinating within the USA. Among the primary integrated mistreatment EDI were Freight management Systems.[1] One such period of time system was the London flying field shipment EDP theme (LACES) at Heathrow flying field, London, UK, in 1971. Implementing the direct dealer input (DTI) technique, arding agents to enter info directly into the Customs process system reducing the time for rise of maritime traffic and issues at Customs just like those tough at Heathrow flying field emitting diode to the implementation of DTI s in individual ports or cluster of ports within could be a method or technology wherever the statements or commands of react accordingly. Speech recognition permits machining system to show the Committee Committee) standards commands through the method of distinguishing and understanding. It additionally creates the natural language operate. Main Goal of speech recognition is to attain higher language communication between man and machine. technology of human machine interface. The paper describes the speech recognition all basic principles, strategies and classification of this technology. speech technology is provided to prepared strategies with their performance side. By this paper focus on various mobile base speech recognition technologies available with its Point Speech; Speech recognition; voice; machine control; human machine interaction; Brought to prominence by Wal-Mart, direct EDI, generally referred to as point-to-point EDI, and establishes one association between 2 business partners. During this approach, you connect with every business partner severally. It offers management for the business partners and is most ordinarily used between larger customers and suppliers with lots of daily transactions. or EDI Network Services Electronic transmission technique that gives standards for exchanging information via any electronic means that. DataInterchange(EDI) may may be be a a Like several alternative early info technologies, EDI in military supplying. an alternate to the direct EDI model is associate @ IJTSRD | Available Online @ www.ijtsrd.com www.ijtsrd.com | Conference Issue: ICDEBI-2018 | Oct 2018 Page: 86

2. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456 International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456 International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 | IF: 4.101 web, was brought up as a added Network (VAN). Several businesses like this network model to protect them from the continued comp supporting the variable communication protocols needed by totally different business partners. 3)EDI via AS2 AS2 is a web protocol that permits information to be transmitted firmly over the web. EDI via AS2 delivers the practicality of EDI with ubiquitous sness of net access. 4)EDI via FTP/VPN, SFTP, FTPS FTP over VPN, SFTP and FTPS area unit commonly-used communication protocols for the exchange of EDI documents via the web. Any of those are often wont to hook up with business partners directly (Direct EDI) or via associate EDI Network Services supplier. 5)Net EDI Not like EDI via AS2, net EDI conducts EDI employing a normal net browser. Organizations use totally different on-line forms to exchange info with business partners. Net EDI simple and reasonable for small- sized organizations and corporations that have solely occasional ought to utilize such a service. 6)Mobile EDI Users have historically accessed EDI by a non public network like a VAN or the web so as t send and receive EDI-related business documents. Mobile EDI has had restricted adoption, partially attributable to security issues with mobile devices across associate EDI infrastructure, however in the main attributable to restrictions with the mobile devices on the market. The screen quality and size of devices has been unsuitable, however there's a growing business developing computer code applications (‘apps’) for transferring mobile devices therefore it's solely be a matter of your time before you'll be ready to download provide chain and EDI connected apps from personal or company app stores. [2][3][4] 7)EDI Outsourcing EDI Outsourcing (also brought up as B2B Managed Services and B2B Outsourcing) may be a invasive choice that permits firms to use specialist resources to manage their EDI surroundings on a every day basis. partially driven by firms desperate to integrate to back workplace business systems like Enterprise Resource Planning (ERP) platforms. don't need to use their internal resources to d to use their internal resources to web, was brought up as a added Network (VAN). businesses like this network model to protect them from the continued complexities of supporting the variable communication protocols needed by totally different business partners. undertake this current kind of work in order that they source it instead. 2.SPEECH RECOGNIZATION IN EDI Speech recognition is that the ability of a machine or program to spot words and phrases in voice communication and convert them to a machine readable format. How It Works: To convert speech to on-screen text or a pc command, a pc must undergo many complicated steps. speak, you produce vibrations within the air. The Analog – To – Digital Converter (ADC) i analog wave into digital information that the pc will perceive. To do this, it samples, or digitizes, the sound by taking precise measurements of the wave at frequent intervals. The system filters the digitized sound to get rid of unwanted n separate it into totally different bands of frequency. It conjointly normalizes the sound, or adjusts it to a continuing volume level.[5][6] undertake this current kind of work in order that SPEECH RECOGNIZATION IN EDI Speech recognition is that the ability of a machine or program to spot words and phrases in voice and convert them to a machine- AS2 is a web protocol that permits information to be transmitted firmly over the web. EDI via AS2 delivers the practicality of EDI with the screen text or a pc command, FTP over VPN, SFTP and FTPS area unit used communication protocols for the exchange of EDI documents via the web. Any of those are often wont to hook up with business ctly (Direct EDI) or via associate EDI a pc must undergo many complicated steps. After you speak, you produce vibrations within the air. The Digital Converter (ADC) interprets this analog wave into digital information that the pc will perceive. To do this, it samples, or digitizes, the sound by taking precise measurements of the wave at frequent intervals. The system filters the digitized sound to get rid of unwanted noise, and generally to separate it into totally different bands of frequency. It conjointly normalizes the sound, or adjusts it to a continuing volume level.[5][6] like EDI via AS2, net EDI conducts EDI employing a normal net browser. Organizations line forms to exchange EDI makes EDI and medium- sized organizations and corporations that have solely occasional ought to utilize such a service. Users have historically accessed EDI by a non- public network like a VAN or the web so as to related business documents. Mobile EDI has had restricted adoption, partially attributable to security issues with mobile devices across associate EDI infrastructure, however in the main attributable to restrictions with the evices on the market. The screen quality and size of devices has been unsuitable, however there's a growing business developing computer transferring onto mobile devices therefore it's solely be a matter of ou'll be ready to download provide chain and EDI connected apps from personal or company app stores. [2][3][4] EDI Outsourcing (also brought up as B2B Managed Services and B2B Outsourcing) may be a invasive choice that permits firms to use external resources to manage their EDI surroundings on a every day basis. This can be partially driven by firms desperate to integrate to back workplace business systems like Enterprise ERP) platforms. Several firms Figure 1.1: Flow Chart How Flow Chart How it works @ IJTSRD | Available Online @ www.ijtsrd.com www.ijtsrd.com | Conference Issue: ICDEBI-2018 | Oct 2018 Page: 87

3. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456 International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456 International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 | IF: 4.101 Figure 1.4: Amazon Echo Amazon Echo Figure 1.2: Technical exposer of Speech Recognition of Speech 3)GOOGLE HOME: Google house is a sensible speaker developed by Google. It had been declared in within the us in November 2016. Google Home allows users to talk voice commands to act with services through the Home's intelligent personal assistant referred to as Google Assistant. an oversized variety of services, each in-house and third unit integrated, permitting users to concentrate to music, explore videos or photos, or receive news updates entirely by voice. Google Home additionally has integrated support for home automation options, belongings users speak commands to the device to regulate good home appliances e house is a sensible speaker developed by had been declared in might 2016 and free in November 2016. Google Home allows users to talk voice commands to act with services through the Home's intelligent personal o as Google Assistant. an oversized 3. Speech Recognition Technologies 1) I Phone “Siri” It’s voice recognized practicality that is embedded in Apple phones that takes instruction as a voice from user and convert it into the system intelligible language victimization wave and it'll come back output. voice recognized practicality that is embedded in Apple phones that takes instruction as a voice from user and convert it into the system intelligible language victimization wave and it'll come back house and third-party, area unit integrated, permitting users to concentrate to music, explore videos or photos, or receive news updates entirely by voice. Google Home additionally ated support for home automation options, belongings users speak commands to the device to regulate good home appliances Figure 1.3: Block Diagram of “Siri” Block Diagram of “Siri” 2)Amazon Echo: It is the device that is developed by Amazon. The devices connect with the voice-controlled intelligent personal assistant service Alexa that responds to the name "Alexa". This "wake word" are often modified by the user to "Amazon", "Echo" or "Computer device is capable of voice interaction, music playback, creating flutter lists, setting alarms, streaming podcasts, taking part in audio providing weather, traffic and different real time data. It can also control several smart devices a home automation hub. [7] It is the device that is developed by Amazon. The controlled intelligent Figure 1.5: Google Home with “Speech Sensor” Google Home with “Speech Sensor” personal assistant service Alexa that responds to the name "Alexa". This "wake word" are often modified by the user to "Amazon", "Echo" or "Computer". The device is capable of voice interaction, music playback, creating flutter lists, setting alarms, streaming podcasts, taking part in audio books, and providing weather, traffic and different real time data. smart devices using itself as 4)SPEECH TEXTER It is net the net} web application that provides practicality as rather like MS- speech recognized internet application that takes the instruction from user and kind it within the editor window and it'll keep information in continues manner in editor as outlined in following figure: ditor as outlined in following figure: net} web application that provides -Office word. it's wholly speech recognized internet application that takes the instruction from user and kind it within the editor window and it'll keep information in continues @ IJTSRD | Available Online @ www.ijtsrd.com www.ijtsrd.com | Conference Issue: ICDEBI-2018 | Oct 2018 Page: 88

4. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456 International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456 International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 | IF: 4.101 Firstly, the Jio phone does not want any third party application to run or support "Voice Command". This Phone features a nice feature that it simply ought to unlock the phone and provides command. In the other Firstly, the Jio phone does not want any third application to run or support "Voice Command". This Phone features a nice feature that it simply ought to unlock the phone and provides command. In the other phone there's no facility like this except phone there's no facility like this except I Phone sir. Then, the Jio Phone has done a superb work that they compress and install all the Jio apps during this tiny phone that has no such a lot RAM capability. really the scale of all Jio apps is therefore massive which all Then, the Jio Phone has done a super compress and install all the Jio apps during this tiny phone that has no such a lot RAM capability. really the scale of all Jio apps is therefore massive which all Apps area unit simply put in in Jio phone it's superb. Apps area unit simply put in in Jio phone it's superb. has additionally a pleasant service it’s recognition is incredibly nice. It support Hindi Language additionally. it's terribly Then, the Jio phone has additionally a pleasant service of languages and it’s recognition support Hindi Language additionally. it's terribly spectacular Phone. Figure 1.6: Speech Texter: A Web SToT A Web SToT (Speech to Text) PROBLEM AND BENEFIT: ?In Speech Texter there are a unit therefore me issues that the recognition of this net application isn't so sensible and it doesn't settle troublesome words simply and it'll sort totally different words. ?But it's useful for a few user United Nations agency don't need to jot down numerous words. So, by this will they can they’ll speak the sentences and this net application will sort it so the user can simply put it aside. 5)JIO PHONE: The Jio Phone may be a 4G-ready feature phone which will embody support for voice input and also the whole host of Jio apps. This phone factory by Reliance Info comm. LTD, This phone can become be a awfully known phone at now. a unit therefore me issues that the recognition of this net application isn't so sensible and it doesn't settle for troublesome words simply and it'll sort totally But it's useful for a few user United Nations agency don't need to jot down numerous words. Figure 1.7: Jio Phone Speech Recognition 6)Lyra VIRTUAL ASSISTANT: As a bit like Jio Phone we have a tendency to got one mobile application "LYRA" the virtual assistant. we all know Jio has several feature however as same as Jio Lyra application has conjointly those all options like Speech Recognition. But we are going to Lyra has such a lot a lot of additional options than Jio Phone, Lyra is absolutely terribly user interactive. Phone, Lyra is absolutely terribly user interactive. Phone Speech Recognition they’ll speak the sentences and this net application will sort it so Lyra VIRTUAL ASSISTANT: have a tendency to got one mobile application "LYRA" the virtual assistant. As we all know Jio has several feature however as same Lyra application has conjointly those all options But we are going to see that a lot a lot of additional options than Jio ready feature phone which will embody support for voice input and also the whole host of Jio apps. This phone factory-made This phone can become a unit several options in Lyra like: Jokes, Weather, Math, Play music, notice Video on There are a unit several options in Lyra like: Jokes, Weather, Math, Play music, notice Video on YouTube, Search on Google.....etc. Google.....etc. According to the society the Jio Phone is known as a result of its value low-cost in cost and it's several options principally "Speech Recognition" and different options simply same as several mobiles. different options simply same as several mobiles. According to the society the Jio Phone is known as a cost in cost and it's several options principally "Speech Recognition" and Lyra has an additional glorious feature that it not want any third party Browser to look something. It has its own Browser that is built Alarm facility, business facility ,Message causing facility, flutter notes facility, Reminder facility...etc There has E-mail causing facility during this however it's some downside by that it cannot settle for excellent E-mail. So, there'll be downside to send a E mail to anyone. For user facilitate Lyra provides the list of all options and commands by that user will simply operate it. ious feature that it s does not want any third party Browser to look something. It own Browser that is built-in. It has its own Alarm facility, business facility ,Message causing facility, flutter notes facility, Reminder facility...etc mail causing facility during this however it's some downside by that it cannot settle for mail. So, there'll be downside to send a E- user facilitate Lyra provides the list of all options and commands by that user will We heard that there's additionally a Hotspot facility in Jio Phone however really it's not 100 percent right. Jio Phone however really it's not 100 percent right. ly a Hotspot facility in There are a unit some differing kinds of models factory-made by Reliance Team that the feature of Hotspot aren't obtainable in every and each mobile however in some models the Hotspot feature is obtainable. If we have a tendency to see as a IT field Team then the Jio phone isn't standard attributable to it's worth and options, there are a unit some additional awe-inspiring options that was provided by Reliance team and it's necessary that everybody is aware of it.[8][9] a unit some differing kinds of models made by Reliance Team that the feature of Hotspot aren't obtainable in every and each mobile however in some models the Hotspot feature is we have a tendency to see as a IT field o phone isn't standard attributable to unit some additional inspiring options that was provided by Reliance team and it's necessary that everybody is aware of If we have a tendency to compare Lyra, Jio Phone, Siri then the Lyra are best compare to any or all If we have a tendency to compare Lyra, Jio Phone, Siri then the Lyra are best compare to any or all @ IJTSRD | Available Online @ www.ijtsrd.com www.ijtsrd.com | Conference Issue: ICDEBI-2018 | Oct 2018 Page: 89

5. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456 Trend in Scientific Research and Development (IJTSRD) ISSN: 2456 Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 | IF: 4.101 Figure 1.8: A Very New your Personal Assistant “Layra” Figure 1.8: A Very New your Personal Assistant “Layra” Comparision of All Voice Recognization Devices And Applications Google Voice Search 5 5 4.Comparision of All Voice Recognization Devices And Applications Google Layra Android App 4 3 I-PHONE SIRI Google Home Amazon Echo Speech Speech Texter Texter JIO Phone TITLE Voice Search 5 5 Useful for human daily Utility Searching Information Useful for Historic Data Fetching Best for Communication Useful for Data Sharing Useful for human Interaction all types of knowledge data TOTAL 4 0 3 3 3 2 2 0 4 2 5 5 0 3 0 0 3 2 0 0 4 5 5 24 0 0 4 4 1 5 1 15 3 0 3 3 18 4 0 4 0 13 0 4 3 0 9 4 4 5 4 27 4 5 5 4 26 24 5.Conclusion : In this paper, given a review of Speech recognition, the area of Speech recognition is regularly dynamical and improving. Speech recognition technology is capable to make possible to speak with disabled persons. It makes management of digital system. future, huge prospects to enhance the world o recognition technology, by enhancing recognition will give higher services for persons. Speech recognition will give atmosphere to our system by voice authentication. Different strategies and their accuracy conjointly tabulated that shows the employment of HMM and ANN model is far wider used strategies for continuous speech recognition method. In the correctness of speech recognition and also the Quality of speech are going to be additional improve that’s makes communication really easy and reliable for everyone including disable persons. Future systems should be additional efficient compare to ancient systems. Future scope: the globe of Speech recognition is speedily changing evolving. Early applications of technology have achieved variable degrees of success. The promise achieved variable degrees of success. The promise for the future is considerably higher performance for nearly every speech recognition technology space, with more robustness to speakers, background signal etc. This will ultimately result in reliable, strong voice interfaces to each telecommunications offered, thereby creating them 6.References 1.Adams, C. (1979). English rhythm and the foreign language learner, The Hague, Holland: Mouton. 2.Aist, G. (1999). Speech recognition in computer assisted language learning. In Cameron, K. (Ed.), CALL: media, design & applications Swets & Zeitlinger, 165-181. 3.Anderson-Hsieh, J., & Koehler, K. (1988). The effect of foreign accent and speaking native speaker comprehension. Learning, 38 (4), 561-613. 4.Anderson-Hsieh, J., Johnson, R., & Koehler, K. (1992). The relationship between native speaker judgments of non-native pronunciation and deviance in segmentals, prosody, and syllabl deviance in segmentals, prosody, and syllable a review of Speech recognition, of Speech recognition is regularly dynamical . Speech recognition technology is possible to speak with disabled makes management of digital system. In enhance the world of speech by enhancing of speech future is considerably higher performance for speech recognition technology space, to speakers, background signal result in reliable, strong voice each telecommunications service that's creating them universally offered. services for disable persons. Speech recognition will give a secure atmosphere to our system by voice authentication. Different strategies and their accuracy conjointly shows the employment of HMM and English rhythm and the foreign , The Hague, Holland: Mouton. Aist, G. (1999). Speech recognition in computer- assisted language learning. In Cameron, K. (Ed.), CALL: media, design & applications, Germany: 181. used strategies for continuous speech recognition method. In the future, the correctness of speech recognition and also the Quality of speech are going to be additional improve Hsieh, J., & Koehler, K. (1988). The effect of foreign accent and speaking rate on native speaker comprehension. 613. really easy and reliable disable persons. Future additional efficient and capable scope: the globe speedily changing and technology have Language Hsieh, J., Johnson, R., & Koehler, K. (1992). The relationship between native speaker native pronunciation and @ IJTSRD | Available Online @ www.ijtsrd.com www.ijtsrd.com | Conference Issue: ICDEBI-2018 | Oct 2018 | Oct 2018 Page: 90

6. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456 International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456 International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 | IF: 4.101 structure. Language Learning, 42 555.Atwell, E. (1999). The language machine retrieved November 10, 2005 from http://www. British council. org. 5.Andress S. Spanias, Frank H. Wu, “Speech Coding and Speech Recognition Technologies: A Review CH3006-4/91/0000-0572$1.000 IEEE. 6.Jeff Zadeh, “Technology of speech for a computer system”, DECEMBER 2003/JANUARY 2004, 0278-6648/03/$17.00 © 2003 IEEE. 7.E. Chandra and C. “A review on Speech and Speaker Authentication System using Voice Signal feature selection and Extraction”, 2009 IEEE International Conference (IACC 2009) Patiala, India, 6 March 2009. 8.Santosh K. Gaikwad, Bharti W. Gwali and Pravin Yannawar, “A Review on Speech Recognition Language Learning, 42 (4), 529- The language machine, retrieved November 10, 2005 from http://www. Technique”, International Journal of Computer Applications (0975 – 8887) Volume 10 November 2010. 9.Lawrence R. Rabiner, “Applications of speech recognition in the area of telecommunication”, 0 7803-3698-4/97/$10.00 0 1997 IEEE. 10.Tingyao Wu, D. Van Compernolle, H. Van hamme, “Feature Selection in Speech Recognition” June 2009. U.D.C. 681.3_I27.Phd Thesis. 11.Urmila Shrawankar, Vilas Thakar, “Techniques for Feature Extraction in Speech Recognition System: A Comparative Study”. 12.Chris Biemann, “Unsupervised acquisition of acoust speech-to-text alignment”, Master Benjamin Milde 10. April 2014. Benjamin Milde 10. April 2014. Technique”, International Journal of Computer 8887) Volume 10– No.3, Lawrence R. Rabiner, “Applications of speech recognition in the area of telecommunication”, 0- Andress S. Spanias, Frank H. Wu, “Speech Coding and Speech Recognition Technologies: A 1997 IEEE. 0572$1.000 IEEE. Tingyao Wu, D. Van Compernolle, H. Van hamme, “Feature Selection in Speech and Speaker Recognition” June 2009. U.D.C. 681.3_I27.Phd Jeff Zadeh, “Technology of speech for a computer system”, DECEMBER 2003/JANUARY 2004, 6648/03/$17.00 © 2003 IEEE. E. Chandra and C. “A review on Speech and Speaker Authentication System using Voice Urmila Shrawankar, Vilas Thakar, “Techniques for Feature Extraction in Speech Recognition System: A Comparative Study”. and Extraction”, 2009 IEEE Conference (IACC 2009) Patiala, India, 6-7 International Advance Advance Computing Computing Chris “Unsupervised acquisition of acoustic models for text alignment”, Master-Thesis von Biemann, Dirk Dirk Schnelle Schnelle-Walka, Santosh K. Gaikwad, Bharti W. Gwali and Pravin Yannawar, “A Review on Speech Recognition @ IJTSRD | Available Online @ www.ijtsrd.com www.ijtsrd.com | Conference Issue: ICDEBI-2018 | Oct 2018 Page: 91