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09/19/2023
Test-Time Training for Speech
In this paper, we study the application of Test-Time Training (TTT) as a...
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06/15/2023
Training Diffusion Classifiers with Denoising Assistance
Score-matching and diffusion models have emerged as state-of-the-art gen...
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04/18/2023
Promptify: Text-to-Image Generation through Interactive Prompt Exploration with Large Language Models
Text-to-image generative models have demonstrated remarkable capabilitie...
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07/26/2022
Generative Extraction of Audio Classifiers for Speaker Identification
It is perhaps no longer surprising that machine learning models, especia...
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02/19/2022
Echofilter: A Deep Learning Segmentation Model Improves the Automation, Standardization, and Timeliness for Post-Processing Echosounder Data in Tidal Energy Streams
Understanding the abundance and distribution of fish in tidal energy str...
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11/02/2021
LogAvgExp Provides a Principled and Performant Global Pooling Operator
We seek to improve the pooling operation in neural networks, by applying...
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10/22/2021
Logical Activation Functions: Logit-space equivalents of Boolean Operators
Neuronal representations within artificial neural networks are commonly ...
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08/02/2021
Musical Speech: A Transformer-based Composition Tool
In this paper, we propose a new compositional tool that will generate a ...
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07/24/2021
Significance of Speaker Embeddings and Temporal Context for Depression Detection
Depression detection from speech has attracted a lot of attention in rec...
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12/28/2019
Detecting Out-of-Distribution Examples with In-distribution Examples and Gram Matrices
When presented with Out-of-Distribution (OOD) examples, deep neural netw...
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07/09/2019
Exploring Conditioning for Generative Music Systems with Human-Interpretable Controls
Performance RNN is a machine-learning system designed primarily for the ...
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11/22/2018
TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer
In this work, we address the problem of musical timbre transfer, where t...
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08/10/2018
This Time with Feeling: Learning Expressive Musical Performance
Music generation has generally been focused on either creating scores or...
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10/30/2017
Onsets and Frames: Dual-Objective Piano Transcription
We consider the problem of transcribing polyphonic piano music with an e...
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06/14/2017