Marc Delcroix - Publications, H-index & Citations

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Marc Delcroix

Georgia Institute of Technology

40H-index

340Paper Count

6.2KCitation Count

Published Papers 19

Publication Date

Microphone array geometry-independent multi-talker distant ASR: NTT system for DASR task of the CHiME-8 challenge

computer speech and language

IF0

2025-06-04

PREAI

Naoyuki Kamo; Naohiro Tawara; Atsushi Ando; Takatomo Kano; Hiroshi Sato; Rintaro Ikeshita; Takafumi Moriya; Shota Horiguchi; Kohei Matsuura; Atsunori Ogawa; Alexis Plaquet; Takanori Ashihara; Tsubasa Ochiai; Masato Mimura; Marc Delcroix; Tomohiro Nakatani; Taichi Asami; Shoko Araki

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Rethinking Processing Distortions: Disentangling the Impact of Speech Enhancement Errors on Speech Recognition Performance

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2024-01-01

OAAI

Ochiai, Tsubasa; Iwamoto, Kazuma; Delcroix, Marc; Ikeshita, Rintaro; Sato, Hiroshi; Araki, Shoko; Katagiri, Shigeru

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Unveiling the Linguistic Capabilities of a Self-Supervised Speech Model Through Cross-Lingual Benchmark and Layer- Wise Similarity Analysis

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Ashihara, Takanori; Delcroix, Marc; Ijima, Yusuke; Kashino, Makio

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Neural Target Speech Extraction: An overview

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2023-05-01

OAAI

Zmolikova, Katerina; Delcroix, Marc; Ochiai, Tsubasa; Kinoshita, Keisuke; Cernocky, Jan; Yu, Dong

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SoundBeam: Target Sound Extraction Conditioned on Sound-Class Labels and Enrollment Clues for Increased Performance and Continuous Learning

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2023-01-01

OAAI

Delcroix, Marc; Vazquez, Jorge Bennasar; Ochiai, Tsubasa; Kinoshita, Keisuke; Ohishi, Yasunori; Araki, Shoko

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Mask-Based Neural Beamforming for Moving Speakers With Self-Attention-Based Tracking

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2023-01-01

OAAI

Ochiai, Tsubasa; Delcroix, Marc; Nakatani, Tomohiro; Araki, Shoko

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Streaming End-to-End Target-Speaker Automatic Speech Recognition and Activity Detection

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Moriya, Takafumi; Sato, Hiroshi; Ochiai, Tsubasa; Delcroix, Marc; Shinozaki, Takahiro

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Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2023-01-01

PREAI

Neumann, Thilo von; Kinoshita, Keisuke; Boeddeker, Christoph; Delcroix, Marc; Haeb-Umbach, Reinhold

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Joint speaker diarization and speech recognition based on region proposal networks

COMPUTER SPEECH AND LANGUAGE

IF3.4

2022-03-01

PREAI

Huang, Zili; Delcroix, Marc; Garcia, Leibny Paola; Watanabe, Shinji; Raj, Desh; Khudanpur, Sanjeev

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Far-Field Automatic Speech Recognition

PROCEEDINGS OF THE IEEE

IF25.9

2021-02-01

OAAI

Haeb-Umbach, Reinhold; Heymann, Jahn; Drude, Lukas; Watanabe, Shinji; Delcroix, Marc; Nakatani, Tomohiro

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Jointly Optimal Denoising, Dereverberation, and Source Separation

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2020-01-01

OAAI

Nakatani, Tomohiro; Boeddeker, Christoph; Kinoshita, Keisuke; Ikeshita, Rintaro; Delcroix, Marc; Haeb-Umbach, Reinhold

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

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2019-08-01

123

PREAI

Zmolikova, Katerina; Delcroix, Marc; Kinoshita, Keisuke; Ochiai, Tsubasa; Nakatani, Tomohiro; Burget, Lukas; Cernocky, Jan

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Context Adaptive Neural Network Based Acoustic Models for Rapid Adaptation

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2018-05-01

PREAI

Delcroix, Marc; Kinoshita, Keisuke; Ogawa, Atsunori; Huemmer, Christian; Nakatani, Tomohiro

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Online MVDR Beamformer Based on Complex Gaussian Mixture Model With Spatial Prior for Noise Robust ASR

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2017-04-01

101

PREAI

Higuchi, Takuya; Ito, Nobutaka; Araki, Shoko; Yoshioka, Takuya; Delcroix, Marc; Nakatani, Tomohiro

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Differenced maximum mutual information criterion for robust unsupervised acoustic model adaptation

COMPUTER SPEECH AND LANGUAGE

IF3.4

2016-03-01

PREAI

Delcroix, Marc; Ogawa, Atsunori; Hahm, Seong-Jun; Nakatani, Tomohiro; Nakamura, Atsushi

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Location Feature Integration for Clustering-Based Speech Separation in Distributed Microphone Arrays

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2014-02-01

PREAI

Souden, Mehrez; Kinoshita, Keisuke; Delcroix, Marc; Nakatani, Tomohiro

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Speech recognition in living rooms: Integrated speech enhancement and recognition system based on spatial, spectral and temporal modeling of sounds

COMPUTER SPEECH AND LANGUAGE

IF3.4

2013-05-01

PREAI

Delcroix, Marc; Kinoshita, Keisuke; Nakatani, Tomohiro; Araki, Shoko; Ogawa, Atsunori; Hori, Takaaki; Watanabe, Shinji; Fujimoto, Masakiyo; Yoshioka, Takuya; Oba, Takanobu; Kubo, Yotaro; Souden, Mehrez; Hahm, Seong-Jun; Nakamura, Atsushi

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Cluster-based dynamic variance adaptation for interconnecting speech enhancement pre-processor and speech recognizer

COMPUTER SPEECH AND LANGUAGE

IF3.4

2013-01-01

PREAI

Delcroix, Marc; Watanabe, Shinji; Nakatani, Tomohiro; Nakamura, Atsushi

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Making Machines Understand Us in Reverberant Rooms

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2012-11-01

190

PREAI

Yoshioka, Takuya; Sehr, Armin; Delcroix, Marc; Kinoshita, Keisuke; Maas, Roland; Nakatani, Tomohiro; Kellermann, Walter

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Research Directions