The speech database is one of the crucial items used for the automatic speech recognition system (ASR System). The paper reviews numerous techniques to design and development speech databases for different purpose. The paper presents here compression of four different language databases which are Marathi, Telugu, Tamil, Hindi and Spanish. It also gives the proposal to design and development of Swahili language database for automatic recognition system.