3 papers
cs.LG2026
On the Semantic and Syntactic Information Encoded in Proto-Tokens for One-Step Text Reconstruction
Ivan Bondarenko, Egor Palkin, Fedor Tikunov
Autoregressive large language models (LLMs) generate text token-by-token, requiring n forward passes to produce a sequence of length n. Recent work, Exploring the Latent Capacity o…
cs.SD2024
Convolutional Variational Autoencoders for Spectrogram Compression in Automatic Speech Recognition
Olga Iakovenko, Ivan Bondarenko
For many Automatic Speech Recognition (ASR) tasks audio features as spectrograms show better results than Mel-frequency Cepstral Coefficients (MFCC), but in practice they are hard…
cs.CL2024
Algorithms For Automatic Accentuation And Transcription Of Russian Texts In Speech Recognition Systems
Olga Iakovenko, Ivan Bondarenko, Mariya Borovikova +1
This paper presents an overview of rule-based system for automatic accentuation and phonemic transcription of Russian texts for speech connected tasks, such as Automatic Speech Rec…