Search Results for author: Nikolay Karpov

Found 7 papers, 2 papers with code

Enabling ASR for Low-Resource Languages: A Comprehensive Dataset Creation Approach

no code implementations3 Jun 2024 Ara Yeroyan, Nikolay Karpov

In recent years, automatic speech recognition (ASR) systems have significantly improved, especially in languages with a vast amount of transcribed speech data.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

The CHiME-7 Challenge: System Description and Performance of NeMo Team's DASR System

no code implementations18 Oct 2023 Tae Jin Park, He Huang, Ante Jukic, Kunal Dhawan, Krishna C. Puvvada, Nithin Koluguri, Nikolay Karpov, Aleksandr Laptev, Jagadeesh Balam, Boris Ginsburg

We present the NVIDIA NeMo team's multi-channel speech recognition system for the 7th CHiME Challenge Distant Automatic Speech Recognition (DASR) Task, focusing on the development of a multi-channel, multi-speaker speech recognition system tailored to transcribe speech from distributed microphones and microphone arrays.

Automatic Speech Recognition speaker-diarization +3

LibriSpeech-PC: Benchmark for Evaluation of Punctuation and Capitalization Capabilities of end-to-end ASR Models

no code implementations4 Oct 2023 Aleksandr Meister, Matvei Novikov, Nikolay Karpov, Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg

Traditional automatic speech recognition (ASR) models output lower-cased words without punctuation marks, which reduces readability and necessitates a subsequent text processing model to convert ASR transcripts into a proper format.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Golos: Russian Dataset for Speech Research

1 code implementation18 Jun 2021 Nikolay Karpov, Alexander Denisenko, Fedor Minkin

This paper introduces a novel Russian speech dataset called Golos, a large corpus suitable for speech research.

Automatic Speech Recognition (ASR) Language Modelling +1

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