Mohamed Morchid

10 papers · 2014–2020 · 3 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver

🏆 Keyword Champion (4) 🚀 Conference Pioneer 🔥 Unstoppable · Bronze 💎 Century Club · Bronze

Venues

Interspeech (8) EMNLP (1) ICLR (1)

Top co-authors

Georges Linarès (8) Titouan Parcollet (6) Renato de Mori (5) Richard Dufour (3) Killian Janod (2) Chiheb Trabelsi (2) Mirco Ravanelli (2) Yoshua Bengio (2) Ying Zhang (1) Driss Matrouf (1)

Research topics

Deep Learning (8) Architectures (7) Speech & Audio (6) Machine Learning (5) Recognition (4) Core Methods (3) Analysis (2) Application Areas (2) Artificial Intelligence (1) Natural Language Processing (1) Applications (1) Core AI (1) Learning Types (1) Models (1) Techniques (1)

Keywords

quaternion neural network (4) recurrent neural network (4) theme identification (3) spoken language understanding (3) automatic speech recognition (3) long short-term memory (3) document representation (2) quaternion algebra (2) spoken document (2) sequence classification (1) denoising autoencoder (1) noise robustness (1) convolutional neural network (1) speech recognition (1) feature encoding (1) input representation (1) phoneme recognition (1) gated recurrent unit (1) encoder-decoder architecture (1) connectionist temporal classification (1)

Papers

Quaternion Neural Networks for Multi-Channel Distant Speech Recognition Interspeech 2020 M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding Interspeech 2019 Quaternion Recurrent Neural Networks ICLR 2019 Real to H-Space Encoder for Speech Recognition Interspeech 2019 Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition Interspeech 2018 Internal Memory Gate for Recurrent Neural Networks with Application to Spoken Language Understanding Interspeech 2017 Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations Interspeech 2017 Deep Stacked Autoencoders for Spoken Language Understanding Interspeech 2016 Spoken Language Understanding in a Latent Topic-Based Subspace Interspeech 2016 An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents EMNLP 2014