Automated Tumor Segmentation and Brain Mapping for the Tumor Area. - Pranay Manocha; Snehal Bhasme; Tanvi Gupta; Bijaya K. Panigrahi; Tapan Kumar Gandhi (CoRR, 2017)

Tumor Classification and Segmentation of MR Brain Images. - Tanvi Gupta; Pranay Manocha; Tapan Kumar Gandhi; R. K. Gupta; Bijaya K. Panigrahi (CoRR, 2017)

Content-Based Representations of Audio Using Siamese Neural Networks. - Pranay Manocha; Rohan Badlani; Anurag Kumar 003; Ankit Shah 001; Benjamin Elizalde; Bhiksha Raj (ICASSP, 2018)

A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences. - Pranay Manocha; Adam Finkelstein; Richard Zhang 001; Nicholas J. Bryan; Gautham J. Mysore; Zeyu Jin (INTERSPEECH, 2020)

CDPAM: Contrastive Learning for Perceptual Audio Similarity. - Pranay Manocha; Zeyu Jin; Richard Zhang 001; Adam Finkelstein (ICASSP, 2021)

NORESQA: A Framework for Speech Quality Assessment using Non-Matching References. - Pranay Manocha; Buye Xu; Anurag Kumar 003 (NeurIPS, 2021)

HEAR: Holistic Evaluation of Audio Representations. - Joseph Turian; Jordie Shier; Humair Raj Khan; Bhiksha Raj; Björn W. Schuller; Christian J. Steinmetz; Colin Malloy; George Tzanetakis; Gissel Velarde; Kirk McNally; Max Henry; Nicolas Pinto; et al. (NeurIPS (Competition and Demos), 2021)

DPLM: A Deep Perceptual Spatial-Audio Localization Metric. - Pranay Manocha; Anurag Kumar 003; Buye Xu; Anjali Menon; Israel D. Gebru; Vamsi K. Ithapu; Paul Calamia (WASPAA, 2021)

SQAPP: No-Reference Speech Quality Assessment Via Pairwise Preference. - Pranay Manocha; Zeyu Jin; Adam Finkelstein (ICASSP, 2022)

Speech Quality Assessment through MOS using Non-Matching References. - Pranay Manocha; Anurag Kumar 003 (INTERSPEECH, 2022)

SAQAM: Spatial Audio Quality Assessment Metric. - Pranay Manocha; Anurag Kumar 003; Buye Xu; Anjali Menon; Israel Dejene Gebru; Vamsi Krishna Ithapu; Paul Calamia (INTERSPEECH, 2022)

Audio Similarity is Unreliable as a Proxy for Audio Quality. - Pranay Manocha; Zeyu Jin; Adam Finkelstein (INTERSPEECH, 2022)

HEAR 2021: Holistic Evaluation of Audio Representations. - Joseph Turian; Jordie Shier; Humair Raj Khan; Bhiksha Raj; Björn W. Schuller; Christian J. Steinmetz; Colin Malloy; George Tzanetakis; Gissel Velarde; Kirk McNally; Max Henry; Nicolas Pinto; et al. (CoRR, 2022)

Torchaudio-Squim: Reference-Less Speech Quality and Intelligibility Measures in Torchaudio. - Anurag Kumar 003; Ke Tan 001; Zhaoheng Ni; Pranay Manocha; Xiaohui Zhang 007; Ethan Henderson; Buye Xu (ICASSP, 2023)

Nord: Non-Matching Reference Based Relative Depth Estimation from Binaural Speech. - Pranay Manocha; Israel D. Gebru; Anurag Kumar 003; Dejan Markovic; Alexander Richard (ICASSP, 2023)

Spatialization Quality Metric for Binaural Speech. - Pranay Manocha; Israel Dejene Gebru; Anurag Kumar 003; Dejan Markovic; Alexander Richard (INTERSPEECH, 2023)

CORN: Co-Trained Full-Reference And No-Reference Audio Metrics. - Pranay Manocha; Donald Williamson; Adam Finkelstein (CoRR, 2023)

Corn: Co-Trained Full- and No-Reference Speech Quality Assessment. - Pranay Manocha; Donald Williamson; Adam Finkelstein (ICASSP, 2024)

Do we need a Reference Signal for Speech Quality Assessment? - Pranay Manocha (2024)