Efficient Sequence Transduction by Jointly Predicting Tokens and Durations Apr 13, 2023 Intent Classification Intent Classification and Slot Filling
Code Code Available 5 EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning Oct 17, 2024 Representation Learning Self-Supervised Learning
Code Code Available 5 Attention-based Audio-Visual Fusion for Robust Automatic Speech Recognition Sep 5, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Emotionless: Privacy-Preserving Speech Analysis for Voice Assistants Aug 9, 2019 Emotion Recognition Privacy Preserving
Code Code Available 5 Attention-based Contextual Language Model Adaptation for Speech Recognition Jun 2, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Empowering Whisper as a Joint Multi-Talker and Target-Talker Speech Recognition System Jul 13, 2024 Decoder speech-recognition
Code Code Available 5 HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Jun 14, 2021 Clustering Language Modelling
Code Code Available 5 Quilt-1M: One Million Image-Text Pairs for Histopathology Jun 20, 2023 Automatic Speech Recognition Cross-Modal Retrieval
Code Code Available 5 End-to-End Automatic Speech Recognition for Gujarati Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Real-Time Multimodal Cognitive Assistant for Emergency Medical Services Mar 11, 2024 Action Recognition Edge-computing
Code Code Available 5 Attack on practical speaker verification system using universal adversarial perturbations May 19, 2021 Real-World Adversarial Attack Room Impulse Response (RIR)
Code Code Available 5 End-to-end Audio-visual Speech Recognition with Conformers Feb 12, 2021 Audio-Visual Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 A transfer learning based approach for pronunciation scoring Nov 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 End-to-End Speech Recognition from Federated Acoustic Models Apr 29, 2021 2k 4k
Code Code Available 5 End-to-End Single-Channel Speaker-Turn Aware Conversational Speech Translation Nov 1, 2023 Automatic Speech Recognition speech-recognition
Code Code Available 5 End-to-End Speech Recognition and Disfluency Removal Sep 22, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Attention-Based Models for Speech Recognition Jun 24, 2015 Machine Translation Phoneme Recognition
Code Code Available 5 RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition May 14, 2018 Decoder speech-recognition
Code Code Available 5 Enhancing Dysarthric Speech Recognition for Unseen Speakers via Prototype-Based Adaptation Jul 26, 2024 Contrastive Learning speech-recognition
Code Code Available 5 RNN Transducer Models For Spoken Language Understanding Apr 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models Sep 27, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Romanian Speech Recognition Experiments from the ROBIN Project Nov 23, 2021 Language Modelling speech-recognition
Code Code Available 5 RWTH ASR Systems for LibriSpeech: Hybrid vs Attention -- w/o Data Augmentation May 8, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 ESB: A Benchmark For Multi-Domain End-to-End Speech Recognition Oct 24, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 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 5 Evaluating the visualization of what a Deep Neural Network has learned Sep 21, 2015 Classification General Classification
Code Code Available 5 Evaluating Speech Synthesis by Training Recognizers on Synthetic Speech Oct 1, 2023 speech-recognition Speech Recognition
Code Code Available 5 Deep Discriminative Feature Learning for Accent Recognition Nov 25, 2020 Face Recognition Speaker Identification
Code Code Available 5 How Much Context Does My Attention-Based ASR System Need? Oct 24, 2023 speech-recognition Speech Recognition
Code Code Available 5 Self-Supervised Learning for speech recognition with Intermediate layer supervision Dec 16, 2021 Language Modeling Language Modelling
Code Code Available 5 "How Robust r u?": Evaluating Task-Oriented Dialogue Systems on Spoken Conversations Sep 28, 2021 Benchmarking Dialogue State Tracking
Code Code Available 5 ExKaldi-RT: A Real-Time Automatic Speech Recognition Extension Toolkit of Kaldi Apr 3, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 How2: A Large-scale Dataset for Multimodal Language Understanding Nov 1, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors Mar 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 SGEM: Test-Time Adaptation for Automatic Speech Recognition via Sequential-Level Generalized Entropy Minimization Jun 3, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Shifted Chunk Encoder for Transformer Based Streaming End-to-End ASR Mar 29, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Extending Whisper with prompt tuning to target-speaker ASR Dec 13, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Fast Development of ASR in African Languages using Self Supervised Speech Representation Learning Mar 16, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech Nov 19, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition Oct 12, 2021 Emotion Recognition Speech Emotion Recognition
Code Code Available 5 A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement Jun 22, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 How Does Pre-trained Wav2Vec 2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications Mar 31, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 SoftCTC -- Semi-Supervised Learning for Text Recognition using Soft Pseudo-Labels Dec 5, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 How to Teach DNNs to Pay Attention to the Visual Modality in Speech Recognition Apr 17, 2020 Audio-Visual Speech Recognition speech-recognition
Code Code Available 5 HypR: A comprehensive study for ASR hypothesis revising with a reference corpus Sep 18, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Fast-HuBERT: An Efficient Training Framework for Self-Supervised Speech Representation Learning Sep 25, 2023 Representation Learning Self-Supervised Learning
Code Code Available 5 FAST-RIR: Fast neural diffuse room impulse response generator Oct 7, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions Sep 18, 2022 object-detection Object Detection
Code Code Available 5 FedScale: Benchmarking Model and System Performance of Federated Learning at Scale May 24, 2021 Benchmarking Federated Learning
Code Code Available 5 A Study of Multilingual End-to-End Speech Recognition for Kazakh, Russian, and English Aug 3, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 