Browse > Speech > Speech Recognition > Distant Speech Recognition

Distant Speech Recognition

6 papers with code · Speech
Subtask of Speech Recognition

State-of-the-art leaderboards

Greatest papers with code

Building state-of-the-art distant speech recognition using the CHiME-4 challenge with a setup of speech enhancement baseline

27 Mar 2018kaldi-asr/kaldi

This paper describes a new baseline system for automatic speech recognition (ASR) in the CHiME-4 challenge to promote the development of noisy ASR in speech processing communities by providing 1) state-of-the-art system with a simplified single system comparable to the complicated top systems in the challenge, 2) publicly available and reproducible recipe through the main repository in the Kaldi speech recognition toolkit.

DISTANT SPEECH RECOGNITION LANGUAGE MODELLING NOISY SPEECH RECOGNITION SPEECH ENHANCEMENT

Interpretable Convolutional Filters with SincNet

23 Nov 2018mravanelli/pytorch-kaldi

Deep learning is currently playing a crucial role toward higher levels of artificial intelligence.

DISTANT SPEECH RECOGNITION

The PyTorch-Kaldi Speech Recognition Toolkit

19 Nov 2018mravanelli/pytorch-kaldi

Experiments, that are conducted on several datasets and tasks, show that PyTorch-Kaldi can effectively be used to develop modern state-of-the-art speech recognizers.

DISTANT SPEECH RECOGNITION NOISY SPEECH RECOGNITION

Learning Problem-agnostic Speech Representations from Multiple Self-supervised Tasks

6 Apr 2019santi-pdp/pase

Learning good representations without supervision is still an open issue in machine learning, and is particularly challenging for speech signals, which are often characterized by long sequences with a complex hierarchical structure.

DISTANT SPEECH RECOGNITION

Contaminated speech training methods for robust DNN-HMM distant speech recognition

10 Oct 2017mravanelli/pySpeechRev

Despite the significant progress made in the last years, state-of-the-art speech recognition technologies provide a satisfactory performance only in the close-talking condition.

DISTANT SPEECH RECOGNITION SPEECH ENHANCEMENT

The DIRHA-English corpus and related tasks for distant-speech recognition in domestic environments

6 Oct 2017mravanelli/pySpeechRev

This paper introduces the contents and the possible usage of the DIRHA-ENGLISH multi-microphone corpus, recently realized under the EC DIRHA project.

DISTANT SPEECH RECOGNITION