Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator Feb 27, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified From Audio to Symbolic Encoding Feb 26, 2023 Information Retrieval Music Information Retrieval
— Unverified Speech Corpora Divergence Based Unsupervised Data Selection for ASR Feb 26, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Efficient Ensemble for Multimodal Punctuation Restoration using Time-Delay Neural Network Feb 26, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Chaotic Variational Auto encoder-based Adversarial Machine Learning Feb 25, 2023 speech-recognition Speech Recognition
— Unverified Pre-Finetuning for Few-Shot Emotional Speech Recognition Feb 24, 2023 Few-Shot Learning speech-recognition
Code Code Available Improving Massively Multilingual ASR With Auxiliary CTC Objectives Feb 24, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Factual Consistency Oriented Speech Recognition Feb 24, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Ensemble knowledge distillation of self-supervised speech models Feb 24, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Evaluating Automatic Speech Recognition in an Incremental Setting Feb 23, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Generalization of Auto-Regressive Hidden Markov Models to Non-Linear Dynamics and Unit Quaternion Observation Space Feb 23, 2023 speech-recognition Speech Recognition
— Unverified Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust Speech Recognition Feb 22, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Improving Contextual Spelling Correction by External Acoustics Attention and Semantic Aware Data Augmentation Feb 22, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified MADI: Inter-domain Matching and Intra-domain Discrimination for Cross-domain Speech Recognition Feb 22, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified UML: A Universal Monolingual Output Layer for Multilingual ASR Feb 22, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Connecting Humanities and Social Sciences: Applying Language and Speech Technology to Online Panel Surveys Feb 21, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An ASR-free Fluency Scoring Approach with Self-Supervised Learning Feb 20, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Emphasizing Unseen Words: New Vocabulary Acquisition for End-to-End Speech Recognition Feb 20, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Sidecar Separator Can Convert a Single-Talker Speech Recognition System to a Multi-Talker One Feb 20, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Optimization Methods in Deep Learning: A Comprehensive Overview Feb 19, 2023 Deep Learning speech-recognition
— Unverified Front-End Adapter: Adapting Front-End Input of Speech based Self-Supervised Learning for Speech Recognition Feb 18, 2023 Self-Supervised Learning speech-recognition
— Unverified Speaker and Language Change Detection using Wav2vec2 and Whisper Feb 18, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Conformers are All You Need for Visual Speech Recognition Feb 17, 2023 All Lipreading
— Unverified Massively Multilingual Shallow Fusion with Large Language Models Feb 17, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Measuring Equality in Machine Learning Security Defenses: A Case Study in Speech Recognition Feb 17, 2023 Adversarial Robustness Fairness
— Unverified Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices Feb 17, 2023 Audio-Visual Speech Recognition Gesture Recognition
— Unverified Stabilising and accelerating light gated recurrent units for automatic speech recognition Feb 16, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speaker Change Detection for Transformer Transducer ASR Feb 16, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Adaptive Axonal Delays in feedforward spiking neural networks for accurate spoken word recognition Feb 16, 2023 Audio Classification Automatic Speech Recognition
— Unverified Adaptable End-to-End ASR Models using Replaceable Internal LMs and Residual Softmax Feb 16, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified JEIT: Joint End-to-End Model and Internal Language Model Training for Speech Recognition Feb 16, 2023 Language Modeling Language Modelling
— Unverified Prompt Tuning of Deep Neural Networks for Speaker-adaptive Visual Speech Recognition Feb 16, 2023 Sentence speech-recognition
— Unverified Confidence Score Based Speaker Adaptation of Conformer Speech Recognition Systems Feb 15, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises Feb 14, 2023 Data Augmentation Fairness
Code Code Available Sneaky Spikes: Uncovering Stealthy Backdoor Attacks in Spiking Neural Networks with Neuromorphic Data Feb 13, 2023 Event-based vision Gesture Recognition
Code Code Available ASR Bundestag: A Large-Scale political debate dataset in German Feb 12, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified ASDF: A Differential Testing Framework for Automatic Speech Recognition Systems Feb 11, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available AV-data2vec: Self-supervised Learning of Audio-Visual Speech Representations with Contextualized Target Representations Feb 10, 2023 Audio-Visual Speech Recognition Self-Supervised Learning
— Unverified PATCorrect: Non-autoregressive Phoneme-augmented Transformer for ASR Error Correction Feb 10, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Leveraging supplementary text data to kick-start automatic speech recognition system development with limited transcriptions Feb 9, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup Feb 7, 2023 Efficient Neural Network speech-recognition
— Unverified MAC: A unified framework boosting low resource automatic speech recognition Feb 5, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Efficient Domain Adaptation for Speech Foundation Models Feb 3, 2023 Decoder Domain Adaptation
— Unverified Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition Feb 2, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Improving Rare Words Recognition through Homophone Extension and Unified Writing for Low-resource Cantonese Speech Recognition Feb 2, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Knowledge Transfer from Pre-trained Language Models to Cif-based Speech Recognizers via Hierarchical Distillation Jan 30, 2023 Automatic Speech Recognition Knowledge Distillation
Code Code Available Exploring Attention Map Reuse for Efficient Transformer Neural Networks Jan 29, 2023 CPU GPU
— Unverified Fillers in Spoken Language Understanding: Computational and Psycholinguistic Perspectives Jan 25, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons Jan 24, 2023 Binary Classification Keyword Spotting
— Unverified Unsupervised Data Selection for TTS: Using Arabic Broadcast News as a Case Study Jan 22, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 