Encoder Only Non-autoregressive ASR Work with Speech Processing and Auditory Perception Lab at UCLA Improving ASR for Child Speech Work with Speech Processing and Auditory Perception Lab at UCLA Automatically Assessing Children's Oral Narrative Language Abilities Work with Speech Processing and Auditory Perception Lab at UCLA Question Answering from Long Audio Files Work with Speech Processing and Auditory Perception Lab at UCLA Dialect Density Estimation for African American English Work with Speech Processing and Auditory Perception Lab at UCLA Contrast Enhancement in Color Fundus Images Work with Signal and Image Processing Laboratory at NIT Trichy Separation of Musical Vocal and Non-Vocal Segments Work with Pattern Recognition and Computational Intelligence Laboratory at NIT Trichy