Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data

Summary: SpeakQL: speech-driven interface for structured data, with a tractable SQL subset, unbounded vocabulary, and in-loop correction. ASR errors are mitigated by CFG-based query-structure correction and phonetic literal disambiguation, enabling schema-agnostic querying across arbitrary schemas; demonstrated via a web UI. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5732
Venue: SIGMOD
Year: 2019
Pagerank: 6.1585143e-05
Overall Rank: 4,467 | 68.93%
DOI: 10.1145/3299869.3320224

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,523	SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data	2020	SIGMOD	5.4605231e-05
6,908	Demonstrating the Voice-Based Exploration of Large Data Sets with CiceroDB-Zero	2020	VLDB	4.8925595e-05
11,345	VoiceQuerySystem: A Voice-driven Database Querying System Using Natural Language Questions	2022	SIGMOD	4.1945683e-05
11,460	Demonstrating Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries	2021	SIGMOD	4.1945683e-05
11,506	Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries	2021	VLDB	4.1945683e-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
206	Constructing an Interactive Natural Language Interface for Relational Databases	2015	VLDB	0.00034667032
1,932	Making the Case for Query-by-Voice with EchoQuery	2016	SIGMOD	0.00010039301
2,251	Vizdom: Interactive Analytics through Pen and Touch	2015	VLDB	9.1986441e-05
5,747	SpeakQL: Towards Speech-driven Multimodal Querying	2019	SIGMOD	5.3420215e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
8,802	Constructing Expressive Relational Queries with Dual-Specification Synthesis	2020	CIDR	4.4480274e-05
11,506	Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries	2021	VLDB	4.1945683e-05
11,284	EQUI-VOCAL Demonstration: Synthesizing Video Queries from User Interactions	2023	VLDB	4.1945683e-05
2,816	DBPal: A Learned NL-Interface for Databases	2018	SIGMOD	8.0694738e-05
9,216	SQuID: Semantic Similarity-Aware Query Intent Discovery	2018	SIGMOD	4.3714077e-05
11,460	Demonstrating Robust Voice Querying with MUVE: Optimally Visualizing Results of Phonetically Similar Queries	2021	SIGMOD	4.1945683e-05
1,932	Making the Case for Query-by-Voice with EchoQuery	2016	SIGMOD	0.00010039301
11,345	VoiceQuerySystem: A Voice-driven Database Querying System Using Natural Language Questions	2022	SIGMOD	4.1945683e-05
5,747	SpeakQL: Towards Speech-driven Multimodal Querying	2019	SIGMOD	5.3420215e-05
5,523	SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data	2020	SIGMOD	5.4605231e-05