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Joseph T. Colonel

6 papers hereh-index 573 citations20 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • last author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • eess.AS3
  • cs.LG2
  • cs.CL1

identity via Semantic Scholar / OpenAlex

most citedConditioning Autoencoder Latent Spaces for Real-Time Timbre Interpolation and Synthesis

1 citations · 3 across the 5 of their papers we have counts for

collaborators
Showing eess.ASShow all

3 papers · 1 filter

eess.AS2025★ 1 cited

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech

Lei Chi, Arav Sharma, Ari Gebhardt +1

Recent progress has been made in detecting early stage dementia entirely through recordings of patient speech. Multimodal speech analysis methods were applied to the PROCESS challe…

eess.AS2020★ 1 cited

Autoencoding Neural Networks as Musical Audio Synthesizers

Joseph Colonel, Christopher Curro, Sam Keene

A method for musical audio synthesis using autoencoding neural networks is proposed. The autoencoder is trained to compress and reconstruct magnitude short-time Fourier transform f…

eess.AS2020★ 1 cited

Conditioning Autoencoder Latent Spaces for Real-Time Timbre Interpolation and Synthesis

Joseph T Colonel, Sam Keene

We compare standard autoencoder topologies' performances for timbre generation. We demonstrate how different activation functions used in the autoencoder's bottleneck distributes a…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.