Connectionist Temporal Classification

Also known as CTC

Ask about this topic

Latest papers

CardsList

17 papers3 papers in the last four weeks, down 25% on the four weeks before. 0.0% of all new papers.

  1. Clean-anchored excess-emission control for CTC adaptation under competing speech

    Nov 2, 2026Yuanbo Zhou, Junjie XiongAutomatic Speech RecognitionRobust ASR

    Missouri University of Science and Technology

  2. A Systematic Comparison of Search Space Complexity and Efficiency for Time-Synchronous End-to-End ASR Models

    Oct 22, 2026Simon Berger, Larissa Kleppel, Ralf SchlüterInference-Time SearchAutomatic Speech Recognition

    Human Language Technology and Pattern Recognition, Computer Science Department, RWTH Aachen University, Germany · AppTek GmbH, Germany

  3. From Sound to Sense: An Anatomy of Semantic Supervision for Speech-Driven Visual Grounding in Remote Sensing Imagery

    Oct 12, 2026Zhongyu PangConnectionist Temporal ClassificationMultimodal Grounding

    College of Electronic Science, National University of Defense Technology, Changsha 410073, China

  4. DirectSpeech2LLM: A Simple End-to-End Framework to Mitigate Prompt Overfitting in Speech-LLMs

    Oct 6, 2026Hemant Yadav, Sunayana Sitaram, Roger Zimmermann +1Connectionist Temporal ClassificationAutomatic Speech Recognition

    IIIT Delhi, India · Microsoft Research, India · National University of Singapore

  5. CORD-KWS: Calibrated, Order-Aware Detection for Open-Vocabulary Keyword Spotting

    Sep 25, 2026Ramesh Gundluru, Adarsh Arigala, Sri Rama Murty KodukulaConnectionist Temporal Classification

    Speech Information Processing Lab, Indian Institute of Technology Hyderabad, India · SPRING Lab, Indian Institute of Technology Madras, India

  6. A Training Criterion with Token-Level Tolerance to Transcription Ambiguity for Automatic Speech Recognition

    Sep 24, 2026Saurabh Kumar, Diptiman Mohanta, Prasanta Kumar GhoshConnectionist Temporal ClassificationAutomatic Speech Recognition

    Department of Electrical Engineering, Indian Institute of Science (IISc), Bangalore, India

  7. BranchShine-CR: Compact Multilingual IPA Transcription with Self-Conditioned CTC and Consistency Regularization

    Sep 24, 2026Nikhil Navas, Sergio Chevtchenko, Talisson Damiao +1Connectionist Temporal ClassificationSpeech Processing

    International Centre for Neuromorphic Systems, Western Sydney University · Neurabuild

  8. Design of the IBM Granite 5.0 TurboCTC ASR Model

    Sep 17, 2026Brian Kingsbury, George Saon, Masayuki Suzuki +5TransformerConnectionist Temporal Classification

    IBM Research

  9. Seeds Before Objectives: Rethinking Evaluation for Low-Resource Garhwali ASR

    Aug 11, 2026Karamvir Singh Batra, Prathamjyot Singh, Ashima Sood +2ASR EvaluationConnectionist Temporal Classification

    Thapar Institute of Engineering and Technology, Patiala, Punjab, India · Ulster University, Londonderry, United Kingdom · Ulster University, Belfast, United Kingdom

  10. The Anatomy of the CTC Oracle Gap: Acoustic Exhaustion and Linguistic Recovery

    Jun 22, 2026Ivan NovosadASR EvaluationLanguage Model Decoding

    Faculty of Computer Science, HSE University, Moscow, Russia.

  11. Diffusion Language Models for Speech Recognition

    Apr 15, 2026Davyd Naveriani, Albert Zeyer, Ralf Schlüter +1Connectionist Temporal ClassificationAutomatic Speech Recognition

    Machine Learning and Human Language Technology Group, RWTH Aachen University, Germany · AppTek, Germany

  12. TASU2: Controllable CTC Simulation for Alignment and Low-Resource Adaptation of Speech LLMs

    Apr 9, 2026Jing Peng, Chenghao Wang, Yi Yang +5Connectionist Temporal ClassificationSpeech Language Models

    Jiangsu Key Lab of Language Computing · AISpeech Ltd, Suzhou, China · Nanjing University, China

  13. A High-Accuracy Optical Music Recognition Method Based on Bottleneck Residual Convolutions

    Apr 7, 2026Junwen Ma, Huhu Xue, Xingyuan Zhao +1Connectionist Temporal ClassificationOptical Music Recognition

    Department of Artificial Intelligence, Tianshui Normal University, Tianshui 741001, Gansu, China. · Department of Physics, Tianshui Normal University, Tianshui 741001, Gansu, China. · School of Music and Dance, Tianshui Normal University, Tianshui 741001, Gansu, China.

  14. LightBeam: An Accurate and Memory-Efficient CTC Decoder for Speech Neuroprostheses

    Mar 14, 2026Ebrahim Feghhi, Junlin Hu, Nima Hadidi +1Connectionist Temporal ClassificationBrain-Computer Interfaces

    Neuroscience Interdepartmental Program, University of California Los Angeles · Department of Electrical & Computer Engineering, University of California Los Angeles · Department of Computer Science, University of California Los Angeles

  15. Distilling LLM Semantic Priors into Encoder-Only Multi-Talker ASR with Talker-Count Routing

    Mar 11, 2026Hao Shi, Yusuke Fujita, Roman Koshkin +4Multi-Speaker ASRConnectionist Temporal Classification

    SB Intuitions, Tokyo, Japan

  16. Pay Attention to CTC: Fast and Robust Pseudo-Labelling for Unified Speech Recognition

    Feb 22, 2026Alexandros Haliassos, Rodrigo Mira, Stavros PetridisConnectionist Temporal ClassificationAutomatic Speech Recognition

    NatWest AI Research · Imperial College London

  17. Reconsidering Positional Supervision in Masked Diffusion Language Model Training

    Jan 30, 2026Mengyu Ye, Keito Kudo, Ryosuke Takahashi +1Diffusion Language Model TrainingDiffusion Language Models

    Tohoku University · Tohoku University & RIKEN · Tohoku University & RIKEN & NII LLMC.