Explainability of Speech Recognition Transformers via Gradient-based Attention Visualization Jun 2, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Streaming Speech-to-Confusion Network Speech Recognition Jun 2, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Can Contextual Biasing Remain Effective with Whisper and GPT-2? Jun 2, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Audio-Visual Speech Enhancement with Score-Based Generative Models Jun 2, 2023 Automatic Speech Recognition Lipreading
— Unverified DistilXLSR: A Light Weight Cross-Lingual Speech Representation Model Jun 2, 2023 speech-recognition Speech Recognition
Code Code Available Tensor decomposition for minimization of E2E SLU model toward on-device processing Jun 2, 2023 speech-recognition Speech Recognition
— Unverified Improved Training for End-to-End Streaming Automatic Speech Recognition Model with Punctuation Jun 2, 2023 Automatic Speech Recognition speech-recognition
— Unverified Improved DeepFake Detection Using Whisper Features Jun 2, 2023 Automatic Speech Recognition DeepFake Detection
Code Code Available On Crowdsourcing-design with Comparison Category Rating for Evaluating Speech Enhancement Algorithms Jun 2, 2023 Speech Enhancement speech-recognition
— Unverified Some voices are too common: Building fair speech recognition systems using the Common Voice dataset Jun 1, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified On the Robustness of Arabic Speech Dialect Identification Jun 1, 2023 Dialect Identification Self-Supervised Learning
— Unverified Adapting an Unadaptable ASR System Jun 1, 2023 speech-recognition Speech Recognition
— Unverified Bypass Temporal Classification: Weakly Supervised Automatic Speech Recognition with Imperfect Transcripts Jun 1, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Enhancing the Unified Streaming and Non-streaming Model with Contrastive Learning Jun 1, 2023 Contrastive Learning speech-recognition
— Unverified Inspecting Spoken Language Understanding from Kids for Basic Math Learning at Home Jun 1, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Adaptive Contextual Biasing for Transducer Based Streaming Speech Recognition Jun 1, 2023 Prediction speech-recognition
— Unverified Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations Jun 1, 2023 Data Augmentation Domain Adaptation
— Unverified Adaptation and Optimization of Automatic Speech Recognition (ASR) for the Maritime Domain in the Field of VHF Communication Jun 1, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speech inpainting: Context-based speech synthesis guided by video Jun 1, 2023 speech-recognition Speech Recognition
— Unverified AfriNames: Most ASR models "butcher" African Names Jun 1, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Encoder-decoder multimodal speaker change detection Jun 1, 2023 Automatic Speech Recognition Change Detection
— Unverified SlothSpeech: Denial-of-service Attack Against Speech Recognition Models Jun 1, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Towards hate speech detection in low-resource languages: Comparing ASR to acoustic word embeddings on Wolof and Swahili Jun 1, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Strategies for improving low resource speech to text translation relying on pre-trained ASR models May 31, 2023 Automatic Speech Recognition Decoder
— Unverified The Tag-Team Approach: Leveraging CLS and Language Tagging for Enhancing Multilingual ASR May 31, 2023 speech-recognition Speech Recognition
— Unverified Accurate and Structured Pruning for Efficient Automatic Speech Recognition May 31, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Simple yet Effective Code-Switching Language Identification with Multitask Pre-Training and Transfer Learning May 31, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Zero-Shot Automatic Pronunciation Assessment May 31, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Perception and Semantic Aware Regularization for Sequential Confidence Calibration May 31, 2023 Language Modelling speech-recognition
Code Code Available VILAS: Exploring the Effects of Vision and Language Context in Automatic Speech Recognition May 31, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified The News Delivery Channel Recommendation Based on Granular Neural Network May 30, 2023 Collaborative Filtering Deep Learning
— Unverified Towards Selection of Text-to-speech Data to Augment ASR Training May 30, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Adapting Multi-Lingual ASR Models for Handling Multiple Talkers May 30, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified STT4SG-350: A Speech Corpus for All Swiss German Dialect Regions May 30, 2023 All Automatic Speech Recognition
— Unverified Graph Neural Networks for Contextual ASR with the Tree-Constrained Pointer Generator May 30, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Building Accurate Low Latency ASR for Streaming Voice Search May 29, 2023 Action Detection Activity Detection
— Unverified Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target May 29, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Retraining-free Customized ASR for Enharmonic Words Based on a Named-Entity-Aware Model and Phoneme Similarity Estimation May 29, 2023 Automatic Speech Recognition speech-recognition
— Unverified Can We Trust Explainable AI Methods on ASR? An Evaluation on Phoneme Recognition May 29, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An Experimental Review of Speaker Diarization methods with application to Two-Speaker Conversational Telephone Speech recordings May 29, 2023 Clustering speaker-diarization
— Unverified HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition May 29, 2023 speech-recognition Speech Recognition
— Unverified CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice May 29, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified RASR2: The RWTH ASR Toolkit for Generic Sequence-to-sequence Speech Recognition May 28, 2023 Decoder Sequence-To-Sequence Speech Recognition
— Unverified Bridging the Granularity Gap for Acoustic Modeling May 27, 2023 speech-recognition Speech Recognition
Code Code Available A Comprehensive Overview and Comparative Analysis on Deep Learning Models: CNN, RNN, LSTM, GRU May 27, 2023 Autonomous Vehicles Deep Learning
— Unverified BIG-C: a Multimodal Multi-Purpose Dataset for Bemba May 26, 2023 Machine Translation speech-recognition
Code Code Available Robustness of Multi-Source MT to Transcription Errors May 26, 2023 automatic-speech-translation Machine Translation
— Unverified 2-bit Conformer quantization for automatic speech recognition May 26, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified DisfluencyFixer: A tool to enhance Language Learning through Speech To Speech Disfluency Correction May 26, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution May 26, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 