The STM32F103(Bluepill) has been used to achieve this project. It can either be programmed using JTAG or can be done using UART. The pinout of the cheap JTAG connector can be seen here and the pinout ...
Please format the SD card to FAT32 and create a folder named as music, where mp3 and wave files should put into the folder accordingly.