research
∙
09/14/2023
Direct Text to Speech Translation System using Acoustic Units
This paper proposes a direct text to speech translation system using dis...
share
research
∙
06/01/2023
Improved Cross-Lingual Transfer Learning For Automatic Speech Translation
Research in multilingual speech-to-text translation is topical. Having a...
research
∙
05/21/2023
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages
Recent models such as XLS-R and Whisper have made multilingual speech te...
research
∙
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...
research
∙
05/17/2022
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation
We propose the SAMU-XLSR: Semantically-Aligned Multimodal Utterance-leve...
research
∙
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...
research
∙
06/10/2021
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition
Recent work on speech self-supervised learning (speech SSL) demonstrated...
research
∙
11/26/2020
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training
The performance of automatic speech recognition (ASR) systems typically ...
research
∙
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...
research
∙
06/03/2020
A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning
Probabilistic Latent Variable Models (LVMs) provide an alternative to se...
research
∙
05/18/2020
Robust Training of Vector Quantized Bottleneck Models
In this paper we demonstrate methods for reliable and efficient training...
research
∙
09/26/2019
DARTS: Dialectal Arabic Transcription System
We present the speech to text transcription system, called DARTS, for lo...
research
∙
09/23/2015