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08/10/2023
EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis
Recent work has shown that it is possible to resynthesize high-quality s...
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06/08/2023
Simple and Controllable Music Generation
We tackle the task of conditional music generation. We introduce MusicGe...
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05/22/2023
Textually Pretrained Speech Language Models
Speech language models (SpeechLMs) process and generate acoustic data on...
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11/02/2022
Audio Language Modeling using Perceptually-Guided Discrete Representations
In this work, we study the task of Audio Language Modeling, in which we ...
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09/30/2022
On The Robustness of Self-Supervised Representations for Spoken Language Modeling
Self-supervised representations have been extensively studied for discri...
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06/23/2022
Formant Estimation and Tracking using Probabilistic Heat-Maps
Formants are the spectral maxima that result from acoustic resonances of...
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06/22/2022
A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement
Speech enhancement has seen great improvement in recent years using end-...
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04/08/2022
Self-supervised Speaker Diarization
Over the last few years, deep learning has grown in popularity for speak...
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04/07/2022
Correcting Misproducted Speech using Spectrogram Inpainting
Learning a new language involves constantly comparing speech productions...
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11/14/2021
Textless Speech Emotion Conversion using Decomposed and Discrete Representations
Speech emotion conversion is the task of modifying the perceived emotion...
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07/27/2020
Self-Supervised Contrastive Learning for Unsupervised Phoneme Segmentation
We propose a self-supervised representation learning model for the task ...
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06/25/2020
A causal view of compositional zero-shot recognition
People easily recognize new visual categories that are new combinations ...
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02/11/2020
Phoneme Boundary Detection using Learnable Segmental Features
Phoneme boundary detection plays an essential first step for a variety o...
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02/07/2019
Hide and Speak: Deep Neural Networks for Speech Steganography
Steganography is the science of hiding a secret message within an ordina...
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02/13/2018
Adversarial Examples on Discrete Sequences for Beating Whole-Binary Malware Detection
In recent years, deep learning has shown performance breakthroughs in ma...
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01/10/2018