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12/22/2022
Pushing the performances of ASR models on English and Spanish accents
Speech to text models tend to be trained and evaluated against a single ...
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10/24/2022
Brouhaha: multi-task training for voice activity detection, speech-to-noise ratio, and C50 room acoustics estimation
Most automatic speech processing systems are sensitive to the acoustic e...
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09/26/2022
Learned Force Fields Are Ready For Ground State Catalyst Discovery
We present evidence that learned density functional theory (“DFT”) force...
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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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10/16/2021
ASR4REAL: An extended benchmark for speech models
Popular ASR benchmarks such as Librispeech and Switchboard are limited i...
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09/07/2021
Text-Free Prosody-Aware Generative Spoken Language Modeling
Speech pre-training has primarily demonstrated efficacy on classificatio...
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04/29/2021
The Interspeech Zero Resource Speech Challenge 2021: Spoken language modelling
We present the Zero Resource Speech Challenge 2021, which asks participa...
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01/02/2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation
We introduce VoxPopuli, a large-scale multilingual corpus providing 100K...
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11/23/2020
The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling
We introduce a new unsupervised task, spoken language modeling: the lear...
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10/20/2020
The Open Catalyst 2020 (OC20) Dataset and Community Challenges
Catalyst discovery and optimization is key to solving many societal and ...
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10/14/2020
An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage
Scalable and cost-effective solutions to renewable energy storage are es...
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07/02/2020
Data Augmenting Contrastive Learning of Speech Representations in the Time Domain
Contrastive Predictive Coding (CPC), based on predicting future segments...
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02/07/2020
Unsupervised pretraining transfers well across languages
Cross-lingual and multi-lingual training of Automatic Speech Recognition...
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12/17/2019
Libri-Light: A Benchmark for ASR with Limited or No Supervision
We introduce a new collection of spoken English audio suitable for train...
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06/17/2019
Inspirational Adversarial Image Generation
The task of image generation started to receive some attention from arti...
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11/30/2018