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05/22/2023
Scaling Speech Technology to 1,000+ Languages
Expanding the language coverage of speech technology has the potential t...
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12/14/2022
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language
Current self-supervised learning algorithms are often modality-specific ...
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10/20/2022
Proof of Backhaul: Trustfree Measurement of Broadband Bandwidth
Recent years have seen the emergence of decentralized wireless networks ...
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02/07/2022
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language
While the general idea of self-supervised learning is identical across m...
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11/17/2021
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
This paper presents XLS-R, a large-scale model for cross-lingual speech ...
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06/22/2021
Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization
When tuning the architecture and hyperparameters of large machine learni...
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04/15/2021
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing
An effective recipe for building seq2seq, non-autoregressive, task-orien...
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04/11/2021
Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog
Semantic parsing using sequence-to-sequence models allows parsing of dee...
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02/04/2020
