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         Alexa, Google Assistant, and Microsoft's Cortana, brought  1. Speech Input: Voice Banking begins with the customer
         voice recognition technology into the mainstream.       providing voice commands or queries to a voice-
                                                                 activated system, such as a mobile app or a smart
         The Birth of Voice Assistants                           speaker.

         1. Siri: Apple's Siri, introduced in 2011, marked a pivotal  2. Voice Processing: The system records the user's voice
             moment in the adoption of voice-activated virtual   and processes it through advanced speech recognition
             assistants. Siri allowed users to interact with their  algorithms.  These  algorithms  analyze  the  audio
             smartphones using natural language commands, from   waveform, extract linguistic features, and convert the
             setting reminders, answering questions to calling saved  spoken words into text.
             numbers.                                         3. Natural  Language  Understanding  (NLU):  NLU

         2. Smart Speakers: The emergence of smart speakers like  algorithms interpret the text data, discerning the user's
             Amazon Echo and Google Home further popularized     intent and context. This step is crucial for accurately
             voice assistants. These devices transformed voice   responding to user queries. Further research and
             recognition technology into a household utility, enabling  development are ongoing to fine-tune the algorithms
             tasks like setting reminders, answering questions, and  for error-free communications.
             controlling smart home devices.                  4. Authentication: To ensure security, the system may
                                                                 prompt the user for authentication, which can include
         As voice recognition technology continued to advance and  voice  biometrics,  PINs,  or  other  multi-factor
         become increasingly integrated into everyday life, it became  authentication methods.
         a natural progression for banks to explore the possibilities
         of voice-activated Banking services. The convergence of AI,  Voice  Banking  offers  a  wide  range  of  services  and
         natural  language  processing  (NLP),  and  secure   interactions that customers can perform using their voice.
         authentication protocols laid the foundation for what we  These include:
         now know as Voice Banking.                           1. Account Access: Users can inquire about their account
                                                                 balances, recent transactions, and account history.
         Mechanics of Voice Banking                              Users can also request a mini statement; a few Banks

         Voice Banking combines voice recognition technology with  have also extended the feature for a full account
         Banking services to provide customers with a seamless and  statement.
         efficient means of managing their finances. Understanding  2. Fund Transfers: It is possible to transfer funds between
         how it works is essential to grasp the full scope of its  accounts or to external accounts by voice commands.
         capabilities.                                           This functionality is active in the USA, UK, etc., and is
                                                                 yet to be activated in Banks operated in India as non-
                                                                 financial transactions are only available to customers.
                                                              3. Bill Payments: Customers can pay bills, schedule
                                                                 recurring payments, and check payment statuses. This
                                                                 functionality is active in foreign countries like the USA,
                                                                 UK, etc., and is yet to be activated in Banks operated
                                                                 in India as non-financial transactions are only available
                                                                 to customers.
                                                              4. Loan Information: Information about loans, including
                                                                 balances, interest rates, and repayment schedules, can
                                                                 be accessed through voice commands. This can be a
                                                                 future feature to be added by Indian Banks.

                                                              5. Customer Support:  Voice Banking often includes

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