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09/15/2023
Diverse Neural Audio Embeddings – Bringing Features back !
With the advent of modern AI architectures, a shift has happened towards...
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08/20/2023
Neural Architectures Learning Fourier Transforms, Signal Processing and Much More....
This report will explore and answer fundamental questions about taking F...
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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...
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07/02/2023
Conformer LLMs – Convolution Augmented Large Language Models
This work builds together two popular blocks of neural architecture, nam...
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06/09/2023
Developing Speech Processing Pipelines for Police Accountability
Police body-worn cameras have the potential to improve accountability an...
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03/18/2023
Content Adaptive Front End For Audio Signal Processing
We propose a learnable content adaptive front end for audio signal proce...
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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...
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09/01/2022
Generating Coherent Drum Accompaniment With Fills And Improvisations
Creating a complex work of art like music necessitates profound creativi...
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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...
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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...
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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...
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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...
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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...
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12/03/2020
Human Tactile Gesture Interpretation for Robotic Systems
Human-robot interactions are less efficient and communicative than human...
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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...
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08/23/2020
Translating Paintings Into Music Using Neural Networks
We propose a system that learns from artistic pairings of music and corr...
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07/17/2020
Unsupervised Representation Learning For Context of Vocal Music
In this paper we aim to learn meaningful representations of sung intonat...
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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...
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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 ...
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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...
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07/15/2019
Ranking sentences from product description & bullets for better search
Products in an ecommerce catalog contain information-rich fields like de...
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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...
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04/23/2019
End-to-End Spoken Language Translation
In this paper, we address the task of spoken language understanding. We ...
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04/10/2019
Neuralogram: A Deep Neural Network Based Representation for Audio Signals
We propose the Neuralogram – a deep neural network based representation ...
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02/20/2019
Audio-Linguistic Embeddings for Spoken Sentences
We propose spoken sentence embeddings which capture both acoustic and li...
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07/05/2018
Towards a simplified ontology for better e-commerce search
Query Understanding is a semantic search method that can classify tokens...
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03/30/2018
Conditional End-to-End Audio Transforms
We present an end-to-end method for transforming audio from one style to...
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01/04/2018