The reverb challenge: A common evaluation framework for dereverberation and recognition of reverberant speech

Keisuke Kinoshita, Marc Delcroix, Takuya Yoshioka, +9

EngineeringMachine LearningSpeech EnhancementReverberant SpeechAcoustic Modeling +18

A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research

Keisuke Kinoshita, Marc Delcroix, Sharon Gannot, +9

EURASIP Journal on Advances in Signal Processing

EngineeringSpeech EnhancementSpeech RecognitionData SciencePhonetics +16

SpeakerBeam: Speaker Aware Neural Network for Target Speaker Extraction in Speech Mixtures

Kateřina Žmolíková, Marc Delcroix, Keisuke Kinoshita, +4

IEEE Journal of Selected Topics in Signal Processing

EngineeringMachine LearningTarget Speaker ExtractionSpeech RecognitionNatural Language Processing +17

The NTT CHiME-3 system: Advances in speech enhancement and recognition for mobile multi-microphone devices

Takuya Yoshioka, Nobutaka Ito, Marc Delcroix, +9

Research CommunityNtt Chime-3 SystemEngineeringMachine LearningSpeech Enhancement +19

Making Machines Understand Us in Reverberant Rooms: Robustness Against Reverberation for Automatic Speech Recognition

Takuya Yoshioka, Armin Sehr, Marc Delcroix, +4

IEEE Signal Processing Magazine

EngineeringMachine LearningRobustness Against ReverberationWearable TechnologyReverberant Rooms +23

Improving Transformer-Based End-to-End Speech Recognition with Connectionist Temporal Classification and Language Model Integration

Shigeki Karita, Nelson Enrique Yalta Soplin, Shinji Watanabe, +3

EngineeringMulti-speaker Speech RecognitionRobust Speech RecognitionSpeech ProcessingLanguage Model Integration +8

Single Channel Target Speaker Extraction and Recognition with Speaker Beam

Marc Delcroix, Kateřina Žmolíková, Keisuke Kinoshita, +2

Suppression of Late Reverberation Effect on Speech Signal Using Long-Term Multiple-step Linear Prediction

Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani, +1

IEEE Transactions on Audio Speech and Language Processing

EngineeringMachine LearningSpeech EnhancementLate Reverberation EffectDistant Microphone +17

Speech Enhancement Using Self-Adaptation and Multi-Head Self-Attention

Yuma Koizumi, Kohei Yatabe, Marc Delcroix, +2

EngineeringMachine LearningSpeech EnhancementAuxiliary FeatureSpeech Recognition +14

Speaker-Aware Neural Network Based Beamformer for Speaker Extraction in Speech Mixtures

Kateřina Žmolíková, Marc Delcroix, Keisuke Kinoshita, +3

EngineeringMulti-speaker Speech RecognitionSpeaker ExtractionSpeaker DiarizationSpeech Mixtures +7