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Demonstrating Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries

Summary: MUVE uses multiplots to visualize phonetically similar voice-to-SQL queries, mapping input to candidates and selecting subset to reduce ASR risk. NP-hard display optimization; IP-based exhaustive search and a greedy heuristic yield faster results. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6035
Venue
SIGMOD
Year
2021
Pagerank
4.1945683e-05
Overall Rank
11,460 | 20.28%
DOI
10.1145/3448016.3452753

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Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
11,506 Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries 2021 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
535 ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores 2016 VLDB 0.00020727678
567 NaLIR: An Interactive Natural Language Interface for Querying Relational Databases 2014 SIGMOD 0.00019966681
1,932 Making the Case for Query-by-Voice with EchoQuery 2016 SIGMOD 0.00010039301
4,467 Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data 2019 SIGMOD 6.1585143e-05
4,635 Mining Precision Interfaces From Query Logs 2019 SIGMOD 6.033398e-05
5,523 SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data 2020 SIGMOD 5.4605231e-05
5,747 SpeakQL: Towards Speech-driven Multimodal Querying 2019 SIGMOD 5.3420215e-05
6,007 Data Vocalization with CiceroDB 2019 CIDR 5.2415551e-05
6,762 Natural Language Querying of Complex Business Intelligence Queries 2019 SIGMOD 4.9345125e-05
11,646 A Holistic Approach for Query Evaluation and Result Vocalization in Voice-Based OLAP 2019 SIGMOD 4.1945683e-05
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11,646 A Holistic Approach for Query Evaluation and Result Vocalization in Voice-Based OLAP 2019 SIGMOD 4.1945683e-05
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11,345 VoiceQuerySystem: A Voice-driven Database Querying System Using Natural Language Questions 2022 SIGMOD 4.1945683e-05
4,467 Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data 2019 SIGMOD 6.1585143e-05
1,932 Making the Case for Query-by-Voice with EchoQuery 2016 SIGMOD 0.00010039301
11,800 Data Vocalization: Optimizing Voice Output of Relational Data 2017 VLDB 4.1945683e-05
11,506 Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries 2021 VLDB 4.1945683e-05