You could download the whl file and call it when installing, this might work, according to this post. In the post, you have the links to the site where you can download the whl file.
It is also stated that it might work with Python 3.6 and not 3.7, try changing your Python version to 3.6, if the other options give not result.
Another solution is uninstalling pyaudio, then connecting to your virtual environement and install again withing your venv. It might solve your problem.
Sometimes it happens that a library successfully installed might be related to a Python version which is different than the one you used when running the program. You should check this also, I mean check to which Python version the pyaudio library is related. Use the same Python version in order to run the program.