The translations done by the app differs with each individual profile rather than coming from a generic database for cat sounds.
The more the app is used to translate a cat's sound, the more accurate the translations become.
Through artificial intelligence and software the app understands the cat's voice.
Javier Sanchez, group technical program manager at app developer Akvelon, said in a webinar on its website the end goal is to create a "smart-collar".
Allowing a cat's sound to be instantly translated and a human voice would speak through the collar.
"It's not a language. They don't share words or communicate with each other. Cats never meow at each other out in nature," Sanchez told NBC.
Sanchez said he was inspired by the NPR series The Secret Language of Cats.
Although the app is fairly new and still learning, you can download it now for Apple and Android phones.