Convert Words into Numbers of Speech Recognition Library in Python

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by Abdul Rawoof A R dot icon Updated: Mar 2, 2023

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"Convert Words into Numbers of Speech Recognition Library in Python" refers to a Python program that uses the Speech Recognition library to recognize spoken words and convert them into corresponding numerical values. 


The program listens to spoken words using a microphone and captures the audio input. It then uses the recognize_google() function of the SpeechRecognition library to convert the spoken words into text. The recognized text is then compared to a pre-defined dictionary of words and their corresponding numerical values, and the program returns the numerical value associated with the recognized word.

 

For example, if the user says "three", the program recognizes the word using the Speech Recognition library and returns the numerical value 3. This conversion from spoken words to numerical values can be useful in various applications, such as voice-controlled calculators or games that require numerical input. 


speech_recognition is a Python library that allows developers to add speech recognition capabilities to their programs. It supports multiple speech recognition engines and provides easy-to-use functions for capturing audio from various sources (such as a microphone or an audio file) and converting it to text. Time is a Python library that provides various time-related functions. It can be used to measure the execution time of code, to add delays between program instructions, or to work with dates and times. The sleep() function in time allows for the program to pause execution for a specified amount of time, which can be useful in certain situations, such as waiting for a user response or for a background task to complete. 


The program demonstrates the basic functionality of speech recognition and how it can be used with other Python libraries to perform simple text-to-value conversions. 


Here is an example of converting words into numbers of speech recognition library in Python:

Fig : Preview of the output that you will get on running this code from your IDE.

Code

In this solution we're using SpeechRecognition and PyAudio libraries.

Instructions

Follow the steps carefully to get the output easily.

  1. Install SpeechRecognition and PyAudio on your IDE(Any of your favorite IDE).
  2. Open terminal and install the above mentioned libraries using the command given in 3 & 4 steps.
  3. Speech Recognition - pip install SpeechRecognition.
  4. PyAudio - pip install PyAudio.
  5. Copy the snippet using the 'copy' and paste it in your IDE.
  6. Run the file to generate the output.


I hope you found this useful. I have added the link to dependent libraries, version information in the following sections.


I found this code snippet by searching for 'how to convert words in to numbers of speech recognition library in python' in kandi. You can try any such use case!

Environment Tested

I tested this solution in the following versions. Be mindful of changes when working with other versions.

  1. The solution is created in PyCharm 2021.3.
  2. The solution is tested on Python 3.9.7.
  3. SpeechRecognition version-3.9.0.
  4. PyAudio version-0.2.13.


Using this solution, we are able to convert words into numbers of speech recognition library in python with simple steps. This process also facilities an easy way to use, hassle-free method to create a hands-on working version of code which would help us to convert words into numbers of speech recognition library in python.

Dependent Libraries

Python doticonstar image 7239 doticonVersion:3.10.0doticon
License: Permissive (BSD-3-Clause)

Speech recognition module for Python, supporting several engines and APIs, online and offline.

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            speech_recognitionby Uberi

            Python doticon star image 7239 doticonVersion:3.10.0doticon License: Permissive (BSD-3-Clause)

            Speech recognition module for Python, supporting several engines and APIs, online and offline.
            Support
              Quality
                Security
                  License
                    Reuse

                      pyaudioby sschaetz

                      Python doticonstar image 0 doticonVersion:Currentdoticon
                      License: Permissive (MIT)

                      PyAudio Fork

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                                pyaudioby sschaetz

                                Python doticon star image 0 doticonVersion:Currentdoticon License: Permissive (MIT)

                                PyAudio Fork
                                Support
                                  Quality
                                    Security
                                      License
                                        Reuse

                                          You can also search for any dependent libraries on kandi like 'SpeechRecognition' and 'PyAudio'.

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