AUDIO INPUT

(WAV File )

AUDIO PREPROCESSING

• Loading (Librosa)

• Resampling (16 kHz)

• Normalization

ASR TEXT NORMALIZATION

(Lowercase, Normalize)

WER MODULE

(ASR Evaluation)

CLEANED ENGLISH TEXT

TRANSLATION

(Tamil / Telugu / Malayalam)

FINAL OUTPUT

• WER Score

• Multilingual Translation

• Meteor Score

WAV2VEC2 ASR