Prateek Verma | DeepAI

AI Chat

Featured Co-authors

Li Fei-Fei
125 publications
Dan Jurafsky
77 publications
Xiaoyu Liu
31 publications
Anjalie Field
16 publications
Preeti Rao
13 publications
Albert Haque
12 publications
Michelle Guo
10 publications
Jonathan Berger
8 publications
Camille Noufi
6 publications
Ke Shen
6 publications
Nay San
5 publications

∙ 09/15/2023

Diverse Neural Audio Embeddings – Bringing Features back !

With the advent of modern AI architectures, a shift has happened towards...

0 Prateek Verma, et al. ∙

∙ 08/20/2023

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

This report will explore and answer fundamental questions about taking F...

0 Prateek Verma, et al. ∙

∙ 08/03/2023

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

Query autocomplete (QAC) also known as typeahead, suggests list of compl...

0 Prateek Verma, et al. ∙

∙ 07/02/2023

Conformer LLMs – Convolution Augmented Large Language Models

This work builds together two popular blocks of neural architecture, nam...

0 Prateek Verma, et al. ∙

∙ 06/09/2023

Developing Speech Processing Pipelines for Police Accountability

Police body-worn cameras have the potential to improve accountability an...

0 Anjalie Field, et al. ∙

∙ 03/18/2023

Content Adaptive Front End For Audio Signal Processing

We propose a learnable content adaptive front end for audio signal proce...

0 Prateek Verma, et al. ∙

∙ 10/27/2022

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

The acoustic space in which a sound is created and heard plays an essent...

0 Prateek Verma, et al. ∙

∙ 09/01/2022

Generating Coherent Drum Accompaniment With Fills And Improvisations

Creating a complex work of art like music necessitates profound creativi...

0 Rishabh Dahale, et al. ∙

∙ 08/16/2022

Enhancing Audio Perception of Music By AI Picked Room Acoustics

Every sound that we hear is the result of successive convolutional opera...

0 Prateek Verma, et al. ∙

∙ 06/16/2022

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

Modeling long-term dependencies for audio signals is a particularly chal...

0 Prateek Verma, et al. ∙

∙ 10/07/2021

Attention is All You Need? Good Embeddings with Statistics are enough:Large Scale Audio Understanding without Transformers/ Convolutions/ BERTs/ Mixers/ Attention/ RNNs or ....

This paper presents a way of doing large scale audio understanding witho...

0 Prateek Verma, et al. ∙

∙ 06/30/2021

A Generative Model for Raw Audio Using Transformer Architectures

This paper proposes a novel way of doing audio synthesis at the waveform...

0 Prateek Verma, et al. ∙

∙ 05/01/2021

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

Over the past two decades, CNN architectures have produced compelling mo...

1 Prateek Verma, et al. ∙

∙ 12/03/2020

Human Tactile Gesture Interpretation for Robotic Systems

Human-robot interactions are less efficient and communicative than human...

0 Elizabeth Bibit Bianchini, et al. ∙

∙ 10/22/2020

A Framework for Contrastive and Generative Learning of Audio Representations

In this paper, we present a framework for contrastive learning for audio...

0 Prateek Verma, et al. ∙

∙ 08/23/2020

Translating Paintings Into Music Using Neural Networks

We propose a system that learns from artistic pairings of music and corr...

0 Prateek Verma, et al. ∙

∙ 07/17/2020

Unsupervised Representation Learning For Context of Vocal Music

In this paper we aim to learn meaningful representations of sung intonat...

0 Camille Noufi, et al. ∙

∙ 07/14/2020

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

Networked Music Performance (NMP) is envisioned as a potential game chan...

0 Prateek Verma, et al. ∙

∙ 02/10/2020

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

Audio perception is a key to solving a variety of problems ranging from ...

0 Prateek Verma, et al. ∙

∙ 12/11/2019

Learning to Model Aspects of Hearing Perception Using Neural Loss Functions

We present a framework to model the perceived quality of audio signals b...

0 Prateek Verma, et al. ∙

∙ 07/15/2019

Ranking sentences from product description & bullets for better search

Products in an ecommerce catalog contain information-rich fields like de...

0 Prateek Verma, et al. ∙

∙ 06/21/2019

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

We present a melody based classification of musical styles by exploiting...

0 Amruta Vidwans, et al. ∙

∙ 04/23/2019

End-to-End Spoken Language Translation

In this paper, we address the task of spoken language understanding. We ...

0 Michelle Guo, et al. ∙

∙ 04/10/2019

Neuralogram: A Deep Neural Network Based Representation for Audio Signals

We propose the Neuralogram – a deep neural network based representation ...

0 Prateek Verma, et al. ∙

∙ 02/20/2019

Audio-Linguistic Embeddings for Spoken Sentences

We propose spoken sentence embeddings which capture both acoustic and li...

0 Albert Haque, et al. ∙

∙ 07/05/2018

Towards a simplified ontology for better e-commerce search

Query Understanding is a semantic search method that can classify tokens...

0 Aliasgar Kutiyanawala, et al. ∙

∙ 03/30/2018

Conditional End-to-End Audio Transforms

We present an end-to-end method for transforming audio from one style to...

0 Albert Haque, et al. ∙

∙ 01/04/2018

Neural Style Transfer for Audio Spectograms

There has been fascinating work on creating artistic transformations of ...

0 Prateek Verma, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world