Weba novel phone synchronous decoding framework is proposed by removing tremendous … WebHCLG [exp/mono_ctc_decoding_graph/HCLG.pdf] 网络： ... Xu T, et al. Phone Synchronous Decoding with CTC Lattice[J]. Interspeech 2016}, 2016: 1923-1927. 编辑于 2016-11-15 18:51.

ABSTRACT arXiv:2101.06856v2 [eess.AS] 7 Feb 2024

WebJan 18, 2024 · First, a phone synchronous decoding (PSD) algorithm based on blank label skipping is first used to speed up the transducer decoding process. Then, to decrease the deletion errors introduced by the high blank score, a … WebIn large vocabulary continuous speech recognition (LVCSR) the acoustic model computations often account for the largest processing overhead. Our weighted finite state transducer (WFST) based decoding engine can utilize a commodity graphics processing unit (GPU) to perform the acoustic computations to move this burden off the main processor. … culligan water melbourne

ISCA abstract

WebConnectionist temporal classification (CTC) has recently shown improved performance … WebSep 30, 2024 · A novel phone synchronous decoding framework is proposed by removing tremendous search redundancy due to blank frames, which results in significant search speed up and efficient and effective modular speech recognition approaches, second pass rescoring for large vocabulary continuous speech recognition (LVCSR), and phone-based … WebWe further show that the CTC alignment, a by-product of the CTC decoder, can also be used to perform lattice reduction for RNN-T during training. Our method is evaluated on the Librispeech and SpeechStew tasks. We demonstrate that the proposed method is able to accelerate the RNN-T inference by 2.2 times with similar or slightly better word ... culligan water miami