Evaluating Parameter-Efficient Transfer Learning Approaches on SURE
Benchmark for Speech Understanding

Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding

2 March 2023

Shuaijiang Zhao

Rishabh Bhardwaj

Navonil Majumder

Papers citing "Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding"

9 / 9 papers shown

Title
Adapter-Based Multi-Agent AVSR Extension for Pre-Trained ASR Models Christopher Simic K. Riedhammer Tobias Bocklet 93 0 0 03 Feb 2025
Leveraging Parameter-Efficient Transfer Learning for Multi-Lingual Text-to-Speech Adaptation Yingting Li Ambuj Mehrish Bryan Chew Bo Cheng Soujanya Poria 40 0 0 25 Jun 2024
Parameter Efficient Finetuning for Speech Emotion Recognition and Domain Adaptation Nineli Lashkarashvili Wen Wu Guangzhi Sun P. Woodland 35 5 0 19 Feb 2024
Unlocking Foundation Models for Privacy-Enhancing Speech Understanding: An Early Study on Low Resource Speech Training Leveraging Label-guided Synthetic Speech Content Tiantian Feng Digbalay Bose Xuan Shi Shrikanth Narayanan 31 1 0 13 Jun 2023
PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models Tiantian Feng Shrikanth Narayanan 30 26 0 08 Jun 2023
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech Alexis Conneau Min Ma Simran Khanuja Yu Zhang Vera Axelrod Siddharth Dalmia Jason Riesa Clara E. Rivera Ankur Bapna VLM 83 282 0 25 May 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,848 0 18 Apr 2021
Generative Spoken Language Modeling from Raw Audio Kushal Lakhotia Evgeny Kharitonov Wei-Ning Hsu Yossi Adi Adam Polyak ... Tu Nguyen Jade Copet Alexei Baevski A. Mohamed Emmanuel Dupoux AuLLM 191 337 0 01 Feb 2021
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 206 14,368 0 07 Oct 2016