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09/14/2023
Direct Text to Speech Translation System using Acoustic Units
This paper proposes a direct text to speech translation system using dis...
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07/24/2023
Joint speech and overlap detection: a benchmark over multiple audio setup and speech domains
Voice activity and overlapped speech detection (respectively VAD and OSD...
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06/01/2023
Improved Cross-Lingual Transfer Learning For Automatic Speech Translation
Research in multilingual speech-to-text translation is topical. Having a...
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11/14/2022
On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and Model Calibration
Pseudo-label (PL) filtering forms a crucial part of Self-Training (ST) m...
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09/09/2022
Overlapped speech and gender detection with WavLM pre-trained features
This article focuses on overlapped speech and gender detection in order ...
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07/05/2022
ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks
We aim at improving spoken language modeling (LM) using very large amoun...
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05/17/2022
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation
We propose the SAMU-XLSR: Semantically-Aligned Multimodal Utterance-leve...
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05/04/2022
ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks
This paper describes the ON-TRAC Consortium translation systems develope...
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10/07/2021
Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0
We propose a simple and effective cross-lingual transfer learning method...
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04/08/2021
End-to-end speaker segmentation for overlap-aware resegmentation
Speaker segmentation consists in partitioning a conversation between one...
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02/01/2021
End2End Acoustic to Semantic Transduction
In this paper, we propose a novel end-to-end sequence-to-sequence spoken...
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06/04/2020
CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning
More than half of the 7,000 languages in the world are in imminent dange...
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06/03/2020
A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning
Probabilistic Latent Variable Models (LVMs) provide an alternative to se...
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05/18/2020
Robust Training of Vector Quantized Bottleneck Models
In this paper we demonstrate methods for reliable and efficient training...
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09/29/2019
Recent Advances in End-to-End Spoken Language Understanding
This work investigates spoken language understanding (SLU) systems in th...
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06/18/2019
Curriculum-based transfer learning for an effective end-to-end spoken language understanding and domain portability
We present an end-to-end approach to extract semantic concepts directly ...
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05/30/2018