Ambuj Mehrish
6 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
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Research topics
Keywords
deep reinforcement learning
(1)
temporal difference learning
(1)
domain adaptation
(1)
speaker diarization
(1)
low-resource language
(1)
diffusion model
(1)
tree search
(1)
reward model
(1)
parameter-efficient fine-tuning
(1)
consistency model
(1)
best-of-n sampling
(1)
inference-time alignment
(1)
parameter-efficient adaptation
(1)
text-to-speech synthesis
(1)
error correction
(1)
speaker adaptation
(1)
voice cloning
(1)
speaker representation
(1)
speaker segmentation
(1)
speech annotation
(1)
Papers
DialogXpert: Driving Intelligent and Emotion-Aware Conversations Through Online Value-Based Reinforcement Learning with LLM Priors
AAAI 2026
Reward-Guided Tree Search for Inference Time Alignment of Large Language Models
NAACL 2025
CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models
NAACL 2024
HYPERTTS: Parameter Efficient Adaptation in Text to Speech Using Hypernetworks
COLING 2024
ADAPTERMIX: Exploring the Efficacy of Mixture of Adapters for Low-Resource TTS Adaptation
Interspeech 2023
The LIUM Human Active Correction Platform for Speaker Diarization
Interspeech 2021