Prateek Verma

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 47

Top Topics

Unsupervised Learning

Fourier Transform

Top Venues

Publications

Minh-Hao Van, Prateek Verma, Xintao Wu
On Large Visual Language Models for Medical Imaging Analysis: An Empirical Study. CHASE (2024)
Minh-Hao Van, Prateek Verma, Xintao Wu
On Large Visual Language Models for Medical Imaging Analysis: An Empirical Study. CoRR (2024)
Prateek Verma, Minh-Hao Van, Xintao Wu
Beyond Human Vision: The Role of Large Vision Language Models in Microscope Image Analysis. CoRR (2024)
Prateek Verma, Mert Pilanci
Towards Signal Processing In Large Language Models. CoRR (2024)
Prateek Verma, Ashish Kumar Maurya, Rama Shankar Yadav
A survey on energy-efficient workflow scheduling algorithms in cloud computing. Softw. Pract. Exp. 54 (5) (2024)
Prateek Verma
Conformer LLMs - Convolution Augmented Large Language Models. CoRR (2023)
Prateek Verma
Diverse Neural Audio Embeddings - Bringing Features back ! CoRR (2023)
Anjalie Field, Prateek Verma, Nay San, Jennifer L. Eberhardt, Dan Jurafsky
Developing Speech Processing Pipelines for Police Accountability. CoRR (2023)
Prateek Verma, Chris Chafe
A Content Adaptive Learnable Time-Frequency Representation For Audio Signal Processing. CoRR (2023)
Prateek Verma, Chris Chafe
A Content Adaptive Learnable "Time-Frequency" Representation for audio Signal Processing. ICASSP (2023)
Prateek Verma, Shan Zhong, Xiaoyu Liu, Adithya Rajan
Seasonality Based Reranking of E-commerce Autocomplete Using Natural Language Queries. CoRR (2023)
Anjalie Field, Prateek Verma, Nay San, Jennifer L. Eberhardt, Dan Jurafsky
Developing Speech Processing Pipelines for Police Accountability. INTERSPEECH (2023)
Prateek Verma
Neural Architectures Learning Fourier Transforms, Signal Processing and Much More.... CoRR (2023)
Prateek Verma, Chris Chafe, Jonathan Berger
One-Shot Acoustic Matching Of Audio Signals - Learning to Hear Music In Any Room/ Concert Hall. CoRR (2022)
Prateek Verma, Jonathan Berger
Enhancing Audio Perception of Music By AI Picked Room Acoustics. CoRR (2022)
Rishabh Dahale, Vaibhav Talwadker, Preeti Rao, Prateek Verma
Generating Coherent Drum Accompaniment With Fills And Improvisations. CoRR (2022)
Prateek Verma
GoodBye WaveNet - A Language Model for Raw Audio with Context of 1/2 Million Samples. CoRR (2022)
Rishabh Dahale, Vaibhav Talwadker, Preeti Rao, Prateek Verma
Generating Coherent Drum Accompaniment with Fills and Improvisations. ISMIR (2022)
Prateek Verma, Chris Chafe
A Generative Model for Raw Audio Using Transformer Architectures. CoRR (2021)
Elizabeth Bibit Bianchini, Prateek Verma, J. Kenneth Salisbury
Towards Human Haptic Gesture Interpretation for Robotic Systems. IROS (2021)
Prateek Verma, Chris Chafe
A Generative Model for Raw Audio Using Transformer Architectures. DAFx (2021)
Prateek Verma, Jonathan Berger
Audio Transformers: Transformer Architectures For Large Scale Audio Understanding. Adieu Convolutions. CoRR (2021)
Prateek Verma
Large Scale Audio Understanding without Transformers/ Convolutions/ BERTs/ Mixers/ Attention/ RNNs or .... CoRR (2021)
Elizabeth Bibit Bianchini, Kenneth Salisbury, Prateek Verma
Human Tactile Gesture Interpretation for Robotic Systems. CoRR (2020)
Prateek Verma, Alessandro Ilic Mezza, Chris Chafe, Cristina Rottondi
A Deep Learning Approach for Low-Latency Packet Loss Concealment of Audio Signals in Networked Music Performance Applications. FRUCT (2020)
Prateek Verma, Constantin Basica, Pamela Davis Kivelson
Translating Paintings Into Music Using Neural Networks. CoRR (2020)
Amruta Vidwans, Prateek Verma, Preeti Rao
Classifying Cultural Music using Melodic Features. SPCOM (2020)
Prateek Verma, Alessandro Ilic Mezza, Chris Chafe, Cristina Rottondi
A Deep Learning Approach for Low-Latency Packet Loss Concealment of Audio Signals in Networked Music Performance Applications. CoRR (2020)
Prateek Verma, Kenneth Salisbury
Unsupervised Learning of Audio Perception for Robotics Applications: Learning to Project Data to T-SNE/UMAP space. CoRR (2020)
Prateek Verma, Julius O. Smith III
A Framework for Contrastive and Generative Learning of Audio Representations. CoRR (2020)
Camille Noufi, Prateek Verma, Jonathan Berger
Unsupervised Representation Learning For Context of Vocal Music. CoRR (2020)
Prateek Verma, Jonathan Berger
Learning to Model Aspects of Hearing Perception Using Neural Loss Functions. CoRR (2019)
Albert Haque, Michelle Guo, Prateek Verma, Li Fei-Fei
Audio-Linguistic Embeddings for Spoken Sentences. CoRR (2019)
Prateek Verma, Chris Chafe, Jonathan Berger
Neuralogram: A Deep Neural Network Based Representation for Audio Signals. CoRR (2019)
Prateek Verma, Aliasgar Kutiyanawala, Ke Shen
Ranking Sentences from Product Description & Bullets for Better Search. eCOM@SIGIR (2019)
Michelle Guo, Albert Haque, Prateek Verma
End-to-End Spoken Language Translation. CoRR (2019)
Albert Haque, Michelle Guo, Prateek Verma, Li Fei-Fei
Audio-linguistic Embeddings for Spoken Sentences. ICASSP (2019)
Amruta Vidwans, Prateek Verma, Preeti Rao
Understanding and Classifying Cultural Music Using Melodic Features Case Of Hindustani, Carnatic And Turkish Music. CoRR (2019)
Prateek Verma, Aliasgar Kutiyanawala, Ke Shen
Ranking sentences from product description & bullets for better search. CoRR (2019)
Prateek Verma, Anjan K. Nandi, Supratim Sengupta
Bribery Games on Interdependent Complex Networks. CoRR (2018)
Aliasgar Kutiyanawala, Prateek Verma, Zheng Yan
Towards a simplified ontology for better e-commerce search. CoRR (2018)
Albert Haque, Michelle Guo, Prateek Verma
Conditional End-to-End Audio Transforms. INTERSPEECH (2018)
Prateek Verma, Julius O. Smith III
Neural Style Transfer for Audio Spectograms. CoRR (2018)
Albert Haque, Michelle Guo, Prateek Verma
Conditional End-to-End Audio Transforms. CoRR (2018)
Vinodkumar Prabhakaran, Camilla Griffiths, Hang Su, Prateek Verma, Nelson Morgan, Jennifer Eberhardt, Dan Jurafsky
Detecting Institutional Dialog Acts in Police Traffic Stops. Trans. Assoc. Comput. Linguistics 6 (2018)
Aliasgar Kutiyanawala, Prateek Verma, Zheng Yan
Towards a Simplified Ontology for Better e-Commerce Search. eCOM@SIGIR (2018)
Prateek Verma, Ronald W. Schafer
Frequency Estimation from Waveforms Using Multi-Layered Neural Networks. INTERSPEECH (2016)
Philipp Matthias Müller, Sikandar Amin, Prateek Verma, Mykhaylo Andriluka, Andreas Bulling
Emotion recognition from embedded bodily expressions and speech during dyadic interactions. ACII (2015)
Prateek Verma, Vinutha T. P., Parthe Pandit, Preeti Rao
Structural segmentation of Hindustani concert audio with posterior features. ICASSP (2015)
Furong Huang, U. N. Niranjan, Mohammad Umar Hakeem, Prateek Verma, Animashree Anandkumar
Fast Detection of Overlapping Communities via Online Tensor Methods on GPUs. CoRR (2013)
Prateek Verma, Preeti Rao
Real-time Melodic Accompaniment System for Indian Music Using TMS320C6713. VLSI Design (2012)
Vikram Bali, Rajkumar Singh Rathore, Amit Sirohi, Prateek Verma
A Framework to Provide a Bidirectional Abstraction of the Asymmetric Network to Routing Protocols. ICETET (2009)