SpeakQL: Towards Speech-driven Multimodal Querying

Summary: SpeakQL: a speech-driven multimodal query system for open-domain schemas, delivering near-SQL expressivity from speech and touch. Unbounded-vocabulary handling via an ASR wrapper and Structure Determination yields syntactically valid SQL with placeholders for corrections. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: h4c62ff77fad50804
Venue: SIGMOD
Year: 2019
Pagerank: 6.0560187e-05
Overall Rank: 5,589 | 62.54%
DOI: 10.1145/3299869.3300093

Incoming Non-self Citations Over Time

Authors

1. Vraj Shah (University of California San Diego)

BibTeX Citation

@inproceedings{shah_sigmod19,
        title = {{SpeakQL: Towards Speech-driven Multimodal Querying}},
        author = {Shah, Vraj},
        series = {{SIGMOD} '19},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3299869.3300093},
        url = {https://dl.acm.org/doi/10.1145/3299869.3300093},
        year = {2019}
}

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,710	Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data	2019	SIGMOD	6.4410629e-05
5,877	SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data	2020	SIGMOD	5.9450095e-05
7,129	Data Vocalization with CiceroDB	2019	CIDR	5.580601e-05
12,015	Demonstrating Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries	2021	SIGMOD	4.9605343e-05
12,058	Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries	2021	VLDB	4.9605343e-05
12,191	A Holistic Approach for Query Evaluation and Result Vocalization in Voice-Based OLAP	2019	SIGMOD	4.9605343e-05
12,280	Vocalizing Large Time Series Efficiently	2018	VLDB	4.9605343e-05

Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
178	Constructing an Interactive Natural Language Interface for Relational Databases	2015	VLDB	0.00026568976
1,887	Making the Case for Query-by-Voice with EchoQuery	2016	SIGMOD	9.4182022e-05
2,108	Vizdom: Interactive Analytics through Pen and Touch	2015	VLDB	9.0229444e-05
3,016	Gestural Query Specification	2014	VLDB	7.7360586e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	2,216	Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning	2023	SIGMOD
2	11,028	SpatialSQL: A Multi-Agent System for Interactive and Observable Spatial Text-to-SQL	2026	VLDB
3	12,191	A Holistic Approach for Query Evaluation and Result Vocalization in Voice-Based OLAP	2019	SIGMOD
4	3,016	Gestural Query Specification	2014	VLDB
5	12,058	Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries	2021	VLDB
6	12,015	Demonstrating Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries	2021	SIGMOD
7	1,887	Making the Case for Query-by-Voice with EchoQuery	2016	SIGMOD
8	11,902	VoiceQuerySystem: A Voice-driven Database Querying System Using Natural Language Questions	2022	SIGMOD
9	4,710	Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data	2019	SIGMOD
10	5,877	SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data	2020	SIGMOD