Prateek Verma

According to our database, Prateek Verma authored at least 39 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

On Large Visual Language Models for Medical Imaging Analysis: An Empirical Study.

Minh-Hao Van, Prateek Verma, Xintao Wu

CoRR, 2024

2023

Diverse Neural Audio Embeddings - Bringing Features back !

Prateek Verma

CoRR, 2023

Neural Architectures Learning Fourier Transforms, Signal Processing and Much More....

Prateek Verma

CoRR, 2023

Seasonality Based Reranking of E-commerce Autocomplete Using Natural Language Queries.

Prateek Verma, Shan Zhong, Xiaoyu Liu, Adithya Rajan

CoRR, 2023

Conformer LLMs - Convolution Augmented Large Language Models.

Prateek Verma

CoRR, 2023

Developing Speech Processing Pipelines for Police Accountability.

Anjalie Field, Prateek Verma, Nay San, Jennifer L. Eberhardt, Dan Jurafsky

CoRR, 2023

A Content Adaptive Learnable "Time-Frequency" Representation for audio Signal Processing.

Prateek Verma, Chris Chafe

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

One-Shot Acoustic Matching Of Audio Signals - Learning to Hear Music In Any Room/ Concert Hall.

Prateek Verma, Chris Chafe, Jonathan Berger

CoRR, 2022

Enhancing Audio Perception of Music By AI Picked Room Acoustics.

Prateek Verma, Jonathan Berger

CoRR, 2022

GoodBye WaveNet - A Language Model for Raw Audio with Context of 1/2 Million Samples.

Prateek Verma

CoRR, 2022

Generating Coherent Drum Accompaniment with Fills and Improvisations.

Rishabh Dahale, Vaibhav Talwadker, Preeti Rao, Prateek Verma

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

2021

Large Scale Audio Understanding without Transformers/ Convolutions/ BERTs/ Mixers/ Attention/ RNNs or ....

Prateek Verma

CoRR, 2021

Audio Transformers: Transformer Architectures For Large Scale Audio Understanding. Adieu Convolutions.

Prateek Verma, Jonathan Berger

CoRR, 2021

Towards Human Haptic Gesture Interpretation for Robotic Systems.

Elizabeth Bibit Bianchini, Prateek Verma, J. Kenneth Salisbury

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

A Generative Model for Raw Audio Using Transformer Architectures.

Prateek Verma, Chris Chafe

Proceedings of the 24th International Conference on Digital Audio Effects, 2021

2020

Human Tactile Gesture Interpretation for Robotic Systems.

Elizabeth Bibit Bianchini, Kenneth Salisbury, Prateek Verma

CoRR, 2020

A Framework for Contrastive and Generative Learning of Audio Representations.

Prateek Verma, Julius O. Smith III

CoRR, 2020

Translating Paintings Into Music Using Neural Networks.

Prateek Verma, Constantin Basica, Pamela Davis Kivelson

CoRR, 2020

Unsupervised Representation Learning For Context of Vocal Music.

Camille Noufi, Prateek Verma, Jonathan Berger

CoRR, 2020

Unsupervised Learning of Audio Perception for Robotics Applications: Learning to Project Data to T-SNE/UMAP space.

Prateek Verma, Kenneth Salisbury

CoRR, 2020

Classifying Cultural Music using Melodic Features.

Amruta Vidwans, Prateek Verma, Preeti Rao

Proceedings of the International Conference on Signal Processing and Communications, 2020

A Deep Learning Approach for Low-Latency Packet Loss Concealment of Audio Signals in Networked Music Performance Applications.

Prateek Verma, Alessandro Ilic Mezza, Chris Chafe, Cristina Rottondi

Proceedings of the 27th Conference of Open Innovations Association, 2020

2019

Learning to Model Aspects of Hearing Perception Using Neural Loss Functions.

Prateek Verma, Jonathan Berger

CoRR, 2019

Understanding and Classifying Cultural Music Using Melodic Features Case Of Hindustani, Carnatic And Turkish Music.

Amruta Vidwans, Prateek Verma, Preeti Rao

CoRR, 2019

End-to-End Spoken Language Translation.

Michelle Guo, Albert Haque, Prateek Verma

CoRR, 2019

Neuralogram: A Deep Neural Network Based Representation for Audio Signals.

Prateek Verma, Chris Chafe, Jonathan Berger

CoRR, 2019

Ranking Sentences from Product Description & Bullets for Better Search.

Prateek Verma, Aliasgar Kutiyanawala, Ke Shen

Proceedings of the SIGIR 2019 Workshop on eCommerce, 2019

Audio-linguistic Embeddings for Spoken Sentences.

Albert Haque, Michelle Guo, Prateek Verma, Li Fei-Fei

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Detecting Institutional Dialog Acts in Police Traffic Stops.

Vinodkumar Prabhakaran, Camilla Griffiths, Hang Su, Prateek Verma, Nelson Morgan, Jennifer L. Eberhardt, Dan Jurafsky

Trans. Assoc. Comput. Linguistics, 2018

Bribery Games on Interdependent Complex Networks.

Prateek Verma, Anjan K. Nandi, Supratim Sengupta

CoRR, 2018

Neural Style Transfer for Audio Spectograms.

Prateek Verma, Julius O. Smith III

CoRR, 2018

Towards a Simplified Ontology for Better e-Commerce Search.

Aliasgar Kutiyanawala, Prateek Verma, Zheng Yan

Proceedings of the SIGIR 2018 Workshop On eCommerce co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), 2018

Conditional End-to-End Audio Transforms.

Albert Haque, Michelle Guo, Prateek Verma

Proceedings of the Interspeech 2018, 2018

2016

Frequency Estimation from Waveforms Using Multi-Layered Neural Networks.

Prateek Verma, Ronald W. Schafer

Proceedings of the Interspeech 2016, 2016

2015

Structural segmentation of Hindustani concert audio with posterior features.

Prateek Verma, Vinutha T. P., Parthe Pandit, Preeti Rao

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Emotion recognition from embedded bodily expressions and speech during dyadic interactions.

Philipp Matthias Müller, Sikandar Amin, Prateek Verma, Mykhaylo Andriluka, Andreas Bulling

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2013

Fast Detection of Overlapping Communities via Online Tensor Methods on GPUs.

Furong Huang, U. N. Niranjan, Mohammad Umar Hakeem, Prateek Verma, Animashree Anandkumar

CoRR, 2013

2012

Real-time Melodic Accompaniment System for Indian Music Using TMS320C6713.

Prateek Verma, Preeti Rao

Proceedings of the 25th International Conference on VLSI Design, 2012

2009

A Framework to Provide a Bidirectional Abstraction of the Asymmetric Network to Routing Protocols.

Vikram Bali, Rajkumar Singh Rathore, Amit Sirohi, Prateek Verma

Proceedings of the Second International Conference on Emerging Trends in Engineering & Technology, 2009