Search Results for author:
Found 11 papers, 4 papers with code
Aligning Speech to Languages to Enhance Code-switching Speech Recognition
Performance evaluation using large language models reveals the advantage of the linguistic hint by achieving 14. 1% and 5. 5% relative improvement on test sets of the ASRU and SEAME datasets, respectively.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+3
Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model
Recently, Denoising Diffusion Probabilistic Models (DDPMs) have attained leading performances across a diverse range of generative tasks.
A Quantitative Approach to Understand Self-Supervised Models as Cross-lingual Feature Extractors
There is a positive correlation between PSR scores and ASR performance, suggesting that phonetic information extracted by monolingual SSL models can be used for downstream tasks in cross-lingual settings.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+3
Enhancing Code-switching Speech Recognition with Interactive Language Biases
Languages usually switch within a multilingual speech signal, especially in a bilingual society.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+2
Unidirectional brain-computer interface: Artificial neural network encoding natural images to fMRI response in the visual cortex
While significant advancements in artificial intelligence (AI) have catalyzed progress across various domains, its full potential in understanding visual perception remains underexplored.
Bypass Temporal Classification: Weakly Supervised Automatic Speech Recognition with Imperfect Transcripts
Imperfectly transcribed speech is a prevalent issue in human-annotated speech corpora, which degrades the performance of ASR models.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
EURO: ESPnet Unsupervised ASR Open-source Toolkit
This paper describes the ESPnet Unsupervised ASR Open-source Toolkit (EURO), an end-to-end open-source toolkit for unsupervised automatic speech recognition (UASR).
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
Reducing Language confusion for Code-switching Speech Recognition with Token-level Language Diarization
The comparison of the proposed methods indicates that incorporating language information is more effective than disentangling for reducing language confusion in CS speech.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
A New Approach to Extract Fetal Electrocardiogram Using Affine Combination of Adaptive Filters
Compared with the state-of-the-art MSF-ANC method, CRLS shows improved performance.
PQLM -- Multilingual Decentralized Portable Quantum Language Model for Privacy Protection
In this work, we propose a highly Portable Quantum Language Model (PQLM) that can easily transmit information to downstream tasks on classical machines.
End-to-End Lyrics Recognition with Self-supervised Learning
Lyrics recognition is an important task in music processing.
