In this paper, the authors describe automatic segmentation methods for audio broadcast data. Today, digital audio applications are part of the people's everyday lives. Since there are more and more digital audio databases in place these days, the importance of effective management for audio databases have become prominent. Broadcast audio data is recorded from the Television which comprises of various categories of audio signals. Efficient algorithms for segmenting the audio broadcast data into predefined categories are proposed.