Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition Systems A case study for Modern Greek Dec 31, 2022 Diversity Domain Adaptation
— Unverified Memory Augmented Lookup Dictionary based Language Modeling for Automatic Speech Recognition Dec 30, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Macro-block dropout for improved regularization in training end-to-end speech recognition models Dec 29, 2022 Decoder speech-recognition
— Unverified Don't Be So Sure! Boosting ASR Decoding via Confidence Relaxation Dec 27, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Alignment Entropy Regularization Dec 22, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified ReVISE: Self-Supervised Speech Resynthesis with Visual Input for Universal and Generalized Speech Enhancement Dec 21, 2022 Audio-Visual Speech Recognition Resynthesis
— Unverified 4D ASR: Joint modeling of CTC, Attention, Transducer, and Mask-Predict decoders Dec 21, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified End-to-End Automatic Speech Recognition model for the Sudanese Dialect Dec 21, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks Dec 20, 2022 Dialog Act Classification Question Answering
— Unverified Mu^2SLAM: Multitask, Multilingual Speech and Language Models Dec 19, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified AdaTranS: Adapting with Boundary-based Shrinking for End-to-End Speech Translation Dec 17, 2022 Machine Translation speech-recognition
— Unverified Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks Dec 16, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Context-aware Fine-tuning of Self-supervised Speech Models Dec 16, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Fast Entropy-Based Methods of Word-Level Confidence Estimation for End-To-End Automatic Speech Recognition Dec 16, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speech Aware Dialog System Technology Challenge (DSTC11) Dec 16, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Fast-slow Encoder based Transducer with Streaming Deliberation Dec 15, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Disentangling Prosody Representations with Unsupervised Speech Reconstruction Dec 14, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks Dec 14, 2022 Action Detection Activity Detection
— Unverified Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator Dec 14, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified End-to-End Speech Translation of Arabic to English Broadcast News Dec 11, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Leveraging Modality-specific Representations for Audio-visual Speech Recognition via Reinforcement Learning Dec 10, 2022 Audio-Visual Speech Recognition reinforcement-learning
— Unverified Improved Speech Pre-Training with Supervision-Enhanced Acoustic Unit Dec 7, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Lattice-Free Sequence Discriminative Training for Phoneme-Based Neural Transducers Dec 7, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Progressive Multi-Scale Self-Supervised Learning for Speech Recognition Dec 7, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improved Self-Supervised Multilingual Speech Representation Learning Combined with Auxiliary Language Information Dec 7, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Fast and accurate factorized neural transducer for text adaption of end-to-end speech recognition models Dec 5, 2022 Language Modeling Language Modelling
— Unverified LMEC: Learnable Multiplicative Absolute Position Embedding Based Conformer for Speech Recognition Dec 5, 2022 Position speech-recognition
Code Code Available Unsupervised Fine-Tuning Data Selection for ASR Using Self-Supervised Speech Models Dec 3, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Cross-Modal Mutual Learning for Cued Speech Recognition Dec 2, 2022 speech-recognition Speech Recognition
— Unverified SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition Dec 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Continual Learning for On-Device Speech Recognition using Disentangled Conformers Dec 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Fuse and Adapt: Investigating the Use of Pre-Trained Self-Supervising Learning Models in Limited Data NLU problems Dec 2, 2022 Domain Adaptation Emotion Recognition
— Unverified Surrogate Gradient Spiking Neural Networks as Encoders for Large Vocabulary Continuous Speech Recognition Dec 1, 2022 speech-recognition Speech Recognition
— Unverified Gated Recurrent Neural Networks with Weighted Time-Delay Feedback Dec 1, 2022 Activity Recognition Human Activity Recognition
— Unverified Preliminary Study on SSCF-derived Polar Coordinate for ASR Nov 30, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified VideoDubber: Machine Translation with Speech-Aware Length Control for Video Dubbing Nov 30, 2022 Machine Translation Sentence
— Unverified EURO: ESPnet Unsupervised ASR Open-source Toolkit Nov 30, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified MMSpeech: Multi-modal Multi-task Encoder-Decoder Pre-training for Speech Recognition Nov 29, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Neural Transducer Training: Reduced Memory Consumption with Sample-wise Computation Nov 29, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Evaluating and reducing the distance between synthetic and real speech distributions Nov 29, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Better Transcription of UK Supreme Court Hearings Nov 29, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Handling and extracting key entities from customer conversations using Speech recognition and Named Entity recognition Nov 28, 2022 named-entity-recognition Named Entity Recognition
— Unverified Inter-KD: Intermediate Knowledge Distillation for CTC-Based Automatic Speech Recognition Nov 28, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Multi-task Learning via Seeking Task-based Flat Regions Nov 24, 2022 Multi-Task Learning speech-recognition
— Unverified Multitask Learning for Low Resource Spoken Language Understanding Nov 24, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Bidirectional Representations for Low Resource Spoken Language Understanding Nov 24, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Device Directedness with Contextual Cues for Spoken Dialog Systems Nov 23, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Mask the Correct Tokens: An Embarrassingly Simple Approach for Error Correction Nov 23, 2022 Decoder Sentence
— Unverified Whose Emotion Matters? Speaking Activity Localisation without Prior Knowledge Nov 23, 2022 Active Speaker Detection Automatic Speech Recognition
Code Code Available Benchmarking Evaluation Metrics for Code-Switching Automatic Speech Recognition Nov 22, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 