WebOur paper proposes three new CTC-like topologies to (1) decrease WFST decoding graph size for CTC topologies, and (2)reducememoryconsumptionforCTCmodelswiththeMMI … WebSep 1, 2024 · CTC Variations Through New WFST Topologies. 2024, Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. View all citing articles on Scopus. Recommended articles (6) Research article. Context from within: Hierarchical context modeling for semantic segmentation.
Changing CTC Rules to Reduce Memory Consumption in Training …
WebJan 11, 2024 · Weighted finite automata and transducers (including hidden Markov models and conditional random fields) are widely used in natural language processing (NLP) to perform tasks such as morphological analysis, part-of-speech tagging, chunking, named entity recognition, speech recognition, and others.Parallelizing finite state algorithms on … WebOct 30, 2024 · CTC Variations Through New WFST Topologies. Conference Paper. Sep 2024; Aleksandr Laptev; Somshubra Majumdar; Boris Ginsburg; View. Torchaudio: Building Blocks for Audio and Speech Processing. slwnm12zn eaton
[2110.02345] Unsupervised Speech Segmentation and Variable …
WebOct 6, 2024 · CTC Variations Through New WFST Topologies This paper presents novel Weighted Finite-State Transducer (WFST) topolo... 8 Aleksandr Laptev, et al. ∙. share ... WebThe main purpose of this challenge is to encourage participants on building single but competitive systems, to perform analysis as well as to explore new ideas, such as multi … WebThree new CTC variants are proposed: (1) the compact-CTC, in which direct transitions between units are replaced with back-off transitions; (2) the minimal-CTC, that only adds … solar powered dancing flowers