research
∙
10/16/2022
SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning
We present the SUPERB challenge at SLT 2022, which aims at learning self...
share
research
∙
07/10/2022
A Comparative Study of Self-supervised Speech Representation Based Voice Conversion
We present a large-scale comparative study of self-supervised speech rep...
research
∙
03/14/2022
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities
Transfer learning has proven to be crucial in advancing the state of spe...
research
∙
03/09/2022
DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering
Spoken Question Answering (SQA) is to find the answer from a spoken docu...
research
∙
10/18/2021
Speech Representation Learning Through Self-supervised Pretraining And Multi-task Finetuning
Speech representation learning plays a vital role in speech processing. ...
research
∙
10/12/2021
S3PRL-VC: Open-source Voice Conversion Framework with Self-supervised Speech Representations
This paper introduces S3PRL-VC, an open-source voice conversion (VC) fra...
research
∙
10/09/2021
An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition
Self-supervised pretraining on speech data has achieved a lot of progres...
research
∙
10/05/2021
DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT
Self-supervised speech representation learning methods like wav2vec 2.0 ...
research
∙
05/07/2021
SpeechNet: A Universal Modularized Model for Speech Processing Tasks
There is a wide variety of speech processing tasks ranging from extracti...
research
∙
05/03/2021
SUPERB: Speech processing Universal PERformance Benchmark
Self-supervised learning (SSL) has proven vital for advancing research i...
research
∙
06/05/2020
Understanding Self-Attention of Self-Supervised Audio Transformers
Self-supervised Audio Transformers (SAT) enable great success in many do...
research
∙
10/25/2019