Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation Jul 23, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A meta learning scheme for fast accent domain expansion in Mandarin speech recognition Jul 23, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding Jul 22, 2023 speech-recognition Speech Recognition
— Unverified Topic Identification For Spontaneous Speech: Enriching Audio Features With Embedded Linguistic Information Jul 21, 2023 Automatic Speech Recognition speech-recognition
Code Code Available Prompting Large Language Models with Speech Recognition Abilities Jul 21, 2023 Abstractive Text Summarization Automatic Speech Recognition
— Unverified A Change of Heart: Improving Speech Emotion Recognition through Speech-to-Text Modality Conversion Jul 21, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available A Deep Dive into the Disparity of Word Error Rates Across Thousands of NPTEL MOOC Videos Jul 20, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Globally Normalising the Transducer for Streaming Speech Recognition Jul 20, 2023 speech-recognition Speech Recognition
— Unverified Integrating Pretrained ASR and LM to Perform Sequence Generation for Spoken Language Understanding Jul 20, 2023 speech-recognition Speech Recognition
— Unverified MASR: Multi-label Aware Speech Representation Jul 20, 2023 Emotion Recognition Language Identification
— Unverified Transsion TSUP's speech recognition system for ASRU 2023 MADASR Challenge Jul 20, 2023 Decoder Language Modeling
— Unverified Leveraging Visemes for Better Visual Speech Representation and Lip Reading Jul 19, 2023 Lip Reading Sentence
— Unverified Model Adaptation for ASR in low-resource Indian Languages Jul 16, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards Model-Size Agnostic, Compute-Free, Memorization-based Inference of Deep Learning Jul 14, 2023 Bayesian Optimization Memorization
— Unverified Representation Learning With Hidden Unit Clustering For Low Resource Speech Applications Jul 14, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Replay to Remember: Continual Layer-Specific Fine-tuning for German Speech Recognition Jul 14, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards spoken dialect identification of Irish Jul 14, 2023 Dialect Identification Language Identification
— Unverified On the Sensitivity of Deep Load Disaggregation to Adversarial Attacks Jul 14, 2023 Adversarial Attack energy management
— Unverified Ed-Fed: A generic federated learning framework with resource-aware client selection for edge devices Jul 14, 2023 Automatic Speech Recognition Federated Learning
— Unverified Personalization for BERT-based Discriminative Speech Recognition Rescoring Jul 13, 2023 Decoder speech-recognition
— Unverified Exploring the Integration of Large Language Models into Automatic Speech Recognition Systems: An Empirical Study Jul 13, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling Jul 13, 2023 intent-classification Intent Classification
— Unverified SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding Jul 12, 2023 speech-recognition Speech Recognition
Code Code Available Writer adaptation for offline text recognition: An exploration of neural network-based methods Jul 11, 2023 Automatic Speech Recognition Handwriting Recognition
Code Code Available Speech Diarization and ASR with GMM Jul 11, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified SparseVSR: Lightweight and Noise Robust Visual Speech Recognition Jul 10, 2023 speech-recognition Speech Recognition
— Unverified Can Generative Large Language Models Perform ASR Error Correction? Jul 9, 2023 Decoder speech-recognition
— Unverified Token-Level Serialized Output Training for Joint Streaming ASR and ST Leveraging Textual Alignments Jul 7, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Gammatonegram Representation for End-to-End Dysarthric Speech Processing Tasks: Speech Recognition, Speaker Identification, and Intelligibility Assessment Jul 6, 2023 Speaker Identification speech-recognition
Code Code Available Transgressing the boundaries: towards a rigorous understanding of deep learning and its (non-)robustness Jul 5, 2023 Adversarial Robustness Learning Theory
— Unverified Online Hybrid CTC/Attention End-to-End Automatic Speech Recognition Architecture Jul 5, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Using Data Augmentations and VTLN to Reduce Bias in Dutch End-to-End Speech Recognition Systems Jul 5, 2023 Anatomy Data Augmentation
— Unverified Transcribing Educational Videos Using Whisper: A preliminary study on using AI for transcribing educational videos Jul 4, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Align With Purpose: Optimize Desired Properties in CTC Models with a General Plug-and-Play Framework Jul 4, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data Jul 4, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Boosting Norwegian Automatic Speech Recognition Jul 4, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition Systems Jul 3, 2023 Cross-Lingual Transfer named-entity-recognition
Code Code Available Multilingual Contextual Adapters To Improve Custom Word Recognition In Low-resource Languages Jul 3, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Don't Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters Jul 2, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Conformer LLMs -- Convolution Augmented Large Language Models Jul 2, 2023 Automatic Speech Recognition Language Modeling
— Unverified Automatic Speech Recognition of Non-Native Child Speech for Language Learning Applications Jun 29, 2023 Automatic Speech Recognition speech-recognition
— Unverified Leveraging Cross-Utterance Context For ASR Decoding Jun 29, 2023 speech-recognition Speech Recognition
— Unverified Prompting Large Language Models for Zero-Shot Domain Adaptation in Speech Recognition Jun 28, 2023 Decoder Domain Adaptation
— Unverified Long-term Conversation Analysis: Exploring Utility and Privacy Jun 28, 2023 Action Detection Activity Detection
Code Code Available Accelerating Transducers through Adjacent Token Merging Jun 28, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Reducing the gap between streaming and non-streaming Transducer-based ASR by adaptive two-stage knowledge distillation Jun 27, 2023 Knowledge Distillation speech-recognition
— Unverified Hyper-parameter Adaptation of Conformer ASR Systems for Elderly and Dysarthric Speech Recognition Jun 27, 2023 Domain Adaptation speech-recognition
— Unverified A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms Jun 27, 2023 Deep Learning GPU
— Unverified Confidence-based Ensembles of End-to-End Speech Recognition Models Jun 27, 2023 Language Identification Model Selection
— Unverified Scaling Laws for Discriminative Speech Recognition Rescoring Models Jun 27, 2023 speech-recognition Speech Recognition
— Unverified 