Binary to English: Translate Binary to Text Online This translator converts binary numbers into English text. You also have the option to group the binary string by half byte, byte, 2 bytes or 4 bytes before converting these chunks to decimal numbers. It then uses the ASCII standard to convert these numbers into equivalent ASCII character. Use the above binary to English translator to convert a sting of ones and zeros to text. If this tool was helpful, tweet it or share it.