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Automatic Speech Recognition

1789 directly classified papers

Papers per year

Papers

A Few-Shot Multi-Accented Speech Classification for Indian Languages using Transformers and LLM’s Fine-Tuning Approaches EACL 2024
Predicting positive transfer for improved low-resource speech recognition using acoustic pseudo-tokens EACL 2024
BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation NIPS 2024
Text-only Domain Adaptation for CTC-based Speech Recognition through Substitution of Implicit Linguistic Information in the Search Space INTERSPEECH 2024
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models NIPS 2024
IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS NIPS 2024
Fine-Tuning Automatic Speech Recognition for People with Parkinson's: An Effective Strategy for Enhancing Speech Technology Accessibility INTERSPEECH 2024
How Important is a Language Model for Low-resource ASR? ACL 2024
Hyper-BTS Dataset: Scalability and Enhanced Analysis of Back TranScription (BTS) for ASR Post-Processing EACL 2024
Error-preserving Automatic Speech Recognition of Young English Learners’ Language ACL 2024
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification ACL 2024
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper EMNLP 2024
Performant ASR Models for Medical Entities in Accented Speech INTERSPEECH 2024
To Distill or Not to Distill? On the Robustness of Robust Knowledge Distillation ACL 2024
PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling ACL 2024
Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models ACL 2024
AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension ACL 2024
Growing Trees on Sounds: Assessing Strategies for End-to-End Dependency Parsing of Speech ACL 2024
PolyWER: A Holistic Evaluation Framework for Code-Switched Speech Recognition EMNLP 2024
Context-Aware Speech Recognition Using Prompts for Language Learners INTERSPEECH 2024
Voices Unheard: NLP Resources and Models for Yorùbá Regional Dialects EMNLP 2024
Casablanca: Data and Models for Multidialectal Arabic Speech Recognition EMNLP 2024
CEN_Amrita@LT-EDI 2024: A Transformer based Speech Recognition System for Vulnerable Individuals in Tamil EACL 2024
Modeling Gender and Dialect Bias in Automatic Speech Recognition EMNLP 2024
Restoring Speaking Lips from Occlusion for Audio-Visual Speech Recognition AAAI 2024