Malek Itani

4 papers · 2024–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

Interspeech (3) EMNLP (1)

Top co-authors

Shyamnath Gollakota (4) Tuochao Chen (3) Takuya Yoshioka (2) Emre Sefik Eskimez (2) Ashton Graves (1) Qirui Wang (1) Sefik Emre Eskimez (1) Guilin Hu (1) Bohan Wu (1) Vidya Srinivas (1)

Research topics

Artificial Intelligence (4) Core AI (4) Deep Learning (2) Machine Learning (2) Speech & Audio (2) Application Areas (2) Computer Science (1) Applications (1) Architectures (1) Processing (1) Synthesis (1) Techniques (1)

Keywords

model compression (1) speech separation (1) source separation (1) speaker embedding (1) iterative refinement (1) signal-to-noise ratio (1) human feedback (1) edge computing (1) streaming model (1) conversation analysis (1) target speech extraction (1) speech extraction (1) low-latency inference (1) knowledge boosting (1) streaming neural network (1) binaural audio (1) turn-taking dynamics (1) conversational dynamics (1) neural network (1) egocentric audio (1)

Papers

Neural Speech Extraction with Human Feedback Interspeech 2025 Proactive Hearing Assistants that Isolate Egocentric Conversations EMNLP 2025 Knowledge boosting during low-latency inference Interspeech 2024 Target conversation extraction: Source separation using turn-taking dynamics Interspeech 2024