WebNov 8, 2024 · For far-field ASR tasks, however, we are required to estimate RIRs from reverberant speech source signals independent of speaker and microphone characteristics. Recently, a neural network model was proposed to estimate the RIR from single-channel reverberant speech (FiNS) . The FiNS model directly estimates early RIR components, …
Curriculum Learning based approaches for robust end-to-end …
WebSep 1, 2024 · Consequently, far-field ASR has received considerable attention in recent years. Motivated by our recent work using Curriculum Learning (CL) based strategies to improve Speaker Identification (SID) under noisy and degraded conditions, this study proposes a novel approach to improve far-field ASR using CL based approaches. WebSep 9, 2024 · The machine recognition of speech spoken at a distance from the … ezcurra tag
Curriculum Learning based approaches for robust end-to-end far-field …
WebApr 8, 2024 · They proposed a two-pronged strategy to reduce the performance gap in far-field ASR systems, when using alignments from close-talk microphone (IHM) and distant microphone (SDM/MDM) audio using a lattice-free MMI objective function which is tolerant to minor mis-alignment errors and a data filtering technique based on lattice oracle WER. … WebJun 28, 2024 · Far-Field Voice Control Far-Field Technology, Speech Recognition, Voice … WebNowadays, the research focus of automatic speech recognition (ASR) task is shifting … hg buster gundam