Shivani Agrawal

4 papers · 2022–2023 · 3 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 (15) 👥 Mega-Team · Legion

Venues

Interspeech (2) ICML (1) JMLR (1)

Top co-authors

Oleg Rybakov (2) Yi Tay (1) Jacob Austin (1) Sunipa Dev (1) Oleksandr Polozov (1) Aitor Lewkowycz (1) David Luan (1) Douglas Eck (1) Oleg Rybakov‎ (1) Guy Gur-Ari (1)

Research topics

Deep Learning (4) Artificial Intelligence (2) Machine Learning (2) Natural Language Processing (2) Speech & Audio (2) Application Areas (2) Generation (2) Techniques (2) Architectures (1) Core AI (1) Learning Paradigms (1) Learning Types (1) Models (1) Optimization & Theory (1) Recognition (1)

Keywords

model compression (1) model quantization (1) neural network pruning (1) few-shot learning (1) speech synthesis (1) automatic speech recognition (1) variance estimation (1) structured sparsity (1) adam optimizer (1) weight pruning (1) on-device inference (1) quantization-aware training (1) streaming model (1) multi-step reasoning (1) 4-bit quantization (1) speech-to-speech conversion (1) large language model (1) streaming encoder (1) spectrogram decoder (1) look-ahead self-attention (1)

Papers

PaLM: Scaling Language Modeling with Pathways JMLR 2023 STEP: Learning N:M Structured Sparsity Masks from Scratch with Precondition ICML 2023 Streaming Parrotron for on-device speech-to-speech conversion Interspeech 2023 4-bit Conformer with Native Quantization Aware Training for Speech Recognition Interspeech 2022