Spoken language identification and recognition has emerged as a pivotal area within speech processing, addressing the task of automatically determining the language spoken in an audio signal. This ...

In this paper an attempt has been made to prepare an automatic tonal and non-tonal pre-classification-based Indian language identification (LID) system using multi-level prosody and spectral features.