Buchumschlag

Using Adapters to Overcome Catastrophic Forgetting in End-to-End Automatic Speech Recognition

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Eeckt, Steven Vander, Van hamme, Hugo
Format:	Preprint
Veröffentlicht:	2022
Schlagworte:	Audio and Speech Processing
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

Weight Averaging: A Simple Yet Effective Method to Overcome Catastrophic Forgetting in Automatic Speech Recognition
von: Eeckt, Steven Vander, et al.
Veröffentlicht: (2022)

Continual Learning for Monolingual End-to-End Automatic Speech Recognition
von: Eeckt, Steven Vander, et al.
Veröffentlicht: (2021)

Unsupervised Online Continual Learning for Automatic Speech Recognition
von: Eeckt, Steven Vander, et al.
Veröffentlicht: (2024)

Rehearsal-Free Online Continual Learning for Automatic Speech Recognition
von: Eeckt, Steven Vander, et al.
Veröffentlicht: (2023)

Inverse-Hessian Regularization for Continual Learning in ASR
von: Eeckt, Steven Vander, et al.
Veröffentlicht: (2026)

Disentangled-Transformer: An Explainable End-to-End Automatic Speech Recognition Model with Speech Content-Context Separation
von: Wang, Pu, et al.
Veröffentlicht: (2024)

Efficient Rehearsal for Continual Learning in ASR via Singular Value Tuning
von: Eeckt, Steven Vander, et al.
Veröffentlicht: (2026)

Leveraging Broadcast Media Subtitle Transcripts for Automatic Speech Recognition and Subtitling
von: Poncelet, Jakob, et al.
Veröffentlicht: (2025)

Multitask Learning with Capsule Networks for Speech-to-Intent Applications
von: Poncelet, Jakob, et al.
Veröffentlicht: (2020)

Comparison of Self-Supervised Speech Pre-Training Methods on Flemish Dutch
von: Poncelet, Jakob, et al.
Veröffentlicht: (2021)

Breaking Walls: Pioneering Automatic Speech Recognition for Central Kurdish: End-to-End Transformer Paradigm
von: Abdullah, Abdulhady Abas, et al.
Veröffentlicht: (2024)

Unsupervised Accent Adaptation Through Masked Language Model Correction Of Discrete Self-Supervised Speech Units
von: Poncelet, Jakob, et al.
Veröffentlicht: (2023)

Efficient Extraction of Noise-Robust Discrete Units from Self-Supervised Speech Models
von: Poncelet, Jakob, et al.
Veröffentlicht: (2024)

IKFST: IOO and KOO Algorithms for Accelerated and Precise WFST-based End-to-End Automatic Speech Recognition
von: Zhuang, Zhuoran, et al.
Veröffentlicht: (2026)

End-to-End Speech Recognition with Pre-trained Masked Language Model
von: Higuchi, Yosuke, et al.
Veröffentlicht: (2024)

End-to-End Transformer-based Automatic Speech Recognition for Northern Kurdish: A Pioneering Approach
von: Abdullah, Abdulhady Abas, et al.
Veröffentlicht: (2024)

Lightweight and Robust Multi-Channel End-to-End Speech Recognition with Spherical Harmonic Transform
von: Kong, Xiangzhu, et al.
Veröffentlicht: (2025)

Code-Switching in End-to-End Automatic Speech Recognition: A Systematic Literature Review
von: Agro, Maha Tufail, et al.
Veröffentlicht: (2025)

SSVD-O: Parameter-Efficient Fine-Tuning with Structured SVD for Speech Recognition
von: Wang, Pu, et al.
Veröffentlicht: (2026)

Continuous Learning for Children's ASR: Overcoming Catastrophic Forgetting with Elastic Weight Consolidation and Synaptic Intelligence
von: Ahadzi, Edem, et al.
Veröffentlicht: (2025)

Bayesian Parameter-Efficient Fine-Tuning for Overcoming Catastrophic Forgetting
von: Chen, Haolin, et al.
Veröffentlicht: (2024)

CUSIDE-array: A Streaming Multi-Channel End-to-End Speech Recognition System with Realistic Evaluations
von: Kong, Xiangzhu, et al.
Veröffentlicht: (2024)

End-to-End Target Speaker Speech Recognition Using Context-Aware Attention Mechanisms for Challenging Enrollment Scenario
von: Ghane, Mohsen, et al.
Veröffentlicht: (2025)

Enhancing Fully Formatted End-to-End Speech Recognition with Knowledge Distillation via Multi-Codebook Vector Quantization
von: You, Jian, et al.
Veröffentlicht: (2025)

Contextualized End-to-end Automatic Speech Recognition with Intermediate Biasing Loss
von: Shakeel, Muhammad, et al.
Veröffentlicht: (2024)

Survey of End-to-End Multi-Speaker Automatic Speech Recognition for Monaural Audio
von: He, Xinlu, et al.
Veröffentlicht: (2025)

Exploration of Adapter for Noise Robust Automatic Speech Recognition
von: Shi, Hao, et al.
Veröffentlicht: (2024)

Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech
von: Lin, Guan-Ting, et al.
Veröffentlicht: (2024)

Speaker Attributed Automatic Speech Recognition Using Speech Aware LLMS
von: Aronowitz, Hagai, et al.
Veröffentlicht: (2026)

Using Songs to Improve Kazakh Automatic Speech Recognition
von: Yeshpanov, Rustem
Veröffentlicht: (2026)

End-to-End DOA-Guided Speech Extraction in Noisy Multi-Talker Scenarios
von: Jing, Kangqi, et al.
Veröffentlicht: (2025)

End-to-End Integration of Speech Emotion Recognition with Voice Activity Detection using Self-Supervised Learning Features
von: Yamashita, Natsuo, et al.
Veröffentlicht: (2024)

Analyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models
von: Hsiao, Chi-Yuan, et al.
Veröffentlicht: (2025)

Towards End-to-End Training of Automatic Speech Recognition for Nigerian Pidgin
von: Rufai, Amina Mardiyyah, et al.
Veröffentlicht: (2020)

Reference Channel Selection by Multi-Channel Masking for End-to-End Multi-Channel Speech Enhancement
von: Dai, Wang, et al.
Veröffentlicht: (2024)

SoulX-Transcriber: A Robust End-to-End Framework for Multi-Speaker Speech Transcription
von: Dai, Yuhang, et al.
Veröffentlicht: (2026)

SSVD: Structured SVD for Parameter-Efficient Fine-Tuning and Benchmarking under Domain Shift in ASR
von: Wang, Pu, et al.
Veröffentlicht: (2025)

Adapting Diarization-Conditioned Whisper for End-to-End Multi-Talker Speech Recognition
von: Kocour, Martin, et al.
Veröffentlicht: (2025)

Speech-IFEval: Evaluating Instruction-Following and Quantifying Catastrophic Forgetting in Speech-Aware Language Models
von: Lu, Ke-Han, et al.
Veröffentlicht: (2025)

An End-to-End Speech Summarization Using Large Language Model
von: Shang, Hengchao, et al.
Veröffentlicht: (2024)