Improving Children's Speech Recognition by Fine-tuning Self-supervised Adult Speech Representations Nov 14, 2022 Self-Supervised Learning speech-recognition
Code Code Available Towards A Unified Conformer Structure: from ASR to ASV Task Nov 14, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets Nov 14, 2022 Automatic Speech Recognition Multi-Task Learning
Code Code Available FullPack: Full Vector Utilization for Sub-Byte Quantized Inference on General Purpose CPUs Nov 13, 2022 CPU Quantization
— Unverified Handling Trade-Offs in Speech Separation with Sparsely-Gated Mixture of Experts Nov 11, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An Adapter based Multi-label Pre-training for Speech Separation and Enhancement Nov 11, 2022 Denoising Pseudo Label
— Unverified Align, Write, Re-order: Explainable End-to-End Speech Translation via Operation Sequence Generation Nov 11, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Continuous Soft Pseudo-Labeling in ASR Nov 11, 2022 speech-recognition Speech Recognition
— Unverified The Far Side of Failure: Investigating the Impact of Speech Recognition Errors on Subsequent Dementia Classification Nov 11, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding Nov 10, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Self-supervised learning with bi-label masked speech prediction for streaming multi-talker speech recognition Nov 10, 2022 Representation Learning Self-Supervised Learning
— Unverified Adaptive Multi-Corpora Language Model Training for Speech Recognition Nov 9, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Noisy Student Training on Non-target Domain Data for Automatic Speech Recognition Nov 9, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speech Emotion Recognition Based on Self-Attention Weight Correction for Acoustic and Text Features Nov 8, 2022 Emotion Recognition Multimodal Emotion Recognition
— Unverified Robust Unstructured Knowledge Access in Conversational Dialogue with ASR Errors Nov 8, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications Nov 8, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Comparative layer-wise analysis of self-supervised speech models Nov 8, 2022 speech-recognition Speech Recognition
Code Code Available Towards Improved Room Impulse Response Estimation for Speech Recognition Nov 8, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available End-to-End Evaluation of a Spoken Dialogue System for Learning Basic Mathematics Nov 7, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Streaming, fast and accurate on-device Inverse Text Normalization for Automatic Speech Recognition Nov 7, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Bridging Speech and Textual Pre-trained Models with Unsupervised ASR Nov 6, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified LAMASSU: Streaming Language-Agnostic Multilingual Speech Recognition and Translation Using Neural Transducers Nov 5, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Evaluation of Automated Speech Recognition Systems for Conversational Speech: A Linguistic Perspective Nov 5, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Stutter-TTS: Controlled Synthesis and Improved Recognition of Stuttered Speech Nov 4, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Resource-Efficient Transfer Learning From Speech Foundation Model Using Hierarchical Feature Fusion Nov 4, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Minimum Latency Training of Sequence Transducers for Streaming End-to-End Speech Recognition Nov 4, 2022 speech-recognition Speech Recognition
— Unverified Multi-blank Transducers for Speech Recognition Nov 4, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available A Weakly-Supervised Streaming Multilingual Speech Model with Truly Zero-Shot Capability Nov 4, 2022 Machine Translation speech-recognition
— Unverified Biased Self-supervised learning for ASR Nov 4, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified H_eval: A new hybrid evaluation metric for automatic speech recognition tasks Nov 3, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Leveraging Domain Features for Detecting Adversarial Attacks Against Deep Speech Recognition in Noise Nov 3, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Streaming Audio-Visual Speech Recognition with Alignment Regularization Nov 3, 2022 Audio-Visual Speech Recognition Automatic Speech Recognition
— Unverified Probing Statistical Representations For End-To-End ASR Nov 3, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Adversarial Data Augmentation Using VAE-GAN for Disordered Speech Recognition Nov 3, 2022 Data Augmentation Generative Adversarial Network
— Unverified Phonetic-assisted Multi-Target Units Modeling for Improving Conformer-Transducer ASR system Nov 3, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified BECTRA: Transducer-based End-to-End ASR with BERT-Enhanced Encoder Nov 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards Zero-Shot Code-Switched Speech Recognition Nov 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing Nov 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available InterMPL: Momentum Pseudo-Labeling with Intermediate CTC Loss Nov 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified More Speaking or More Speakers? Nov 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Variable Attention Masking for Configurable Transformer Transducer Speech Recognition Nov 2, 2022 speech-recognition Speech Recognition
— Unverified Monolingual Recognizers Fusion for Code-switching Speech Recognition Nov 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Named Entity Recognition in Telephone Conversations via Effective Active Learning with Human in the Loop Nov 2, 2022 Active Learning named-entity-recognition
— Unverified Mandarin-English Code-Switching Speech Recognition System for Specific Domain Nov 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Preliminary Study on Automated Speaking Assessment of English as a Second Language (ESL) Students Nov 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Avoid Overthinking in Self-Supervised Models for Speech Recognition Nov 1, 2022 Self-Supervised Learning Sequence-To-Sequence Speech Recognition
— Unverified Unified End-to-End Speech Recognition and Endpointing for Fast and Efficient Speech Systems Nov 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Adapting self-supervised models to multi-talker speech recognition using speaker embeddings Nov 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Comparative Study on Multichannel Speaker-Attributed Automatic Speech Recognition in Multi-party Meetings Nov 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speech-text based multi-modal training with bidirectional attention for improved speech recognition Nov 1, 2022 speech-recognition Speech Recognition
Code Code Available 