목 차 CONTENTS
Ⅰ. 서론 ················································································································1
1. 연구 배경 및 목적 ···················································································1
1-1 연구 배경 ···························································································3
1-2 연구 목적 ···························································································3
2. 연구 내용, 범위 및 방법 ········································································3
2-1 연구내용 ·····························································································3
2-2 연구범위 ·····························································································4
2-3 연구방법 ·····························································································4
3. 전체 구성 ··································································································5
Ⅱ. 음성인식 기술 현황 ····················································································6
1. 음성인식기술의 이론적 배경 ···································································6
1-1 음성인식시스템의 구조 ·······································································6
1-2 기계학습 ·····························································································7
1-3 딥러닝 ································································································8
2. 음성인식기술 현황 ···················································································9
2-1 음성인식기술 수준 ··············································································9
2-2 음성인식기술의 발전방향 ··································································11
2-3 END2END 알고리즘 ·······································································12
Ⅲ. 의회 회의록 작성 현황 ············································································14
1. 의회 회의록 작성 절차 ·········································································14
1-1 속기 ·································································································15
1-2 교정 ·································································································16
1-3 편집 ·································································································18
2. 대한민국 의회 기록팀 현황 ··································································19
2-1 국회 ·································································································19
2-2 광역의회 ···························································································19
2-3 기초의회 ···························································································20
3. 지방의회 기록팀의 현황과 개선 필요사항 ··········································21
3-1 의회 회기에 집중된 업무량 ······························································21
3-2 인력부족 ···························································································21
3-3 업무 관련 질병 ················································································21
Ⅳ. 회의록 작성과정의 음성인식 시스템 도입 가능성 검토 ·················23
1. 음성인식기술의 속기분야 활용 동향 ···················································23
2. 국내외 정부기관의 음성인식기술 활용 사례 ·······································24
2-1 일본 의회 ·························································································24
2-2 미국/유럽 의회 ·················································································30
2-3 대한민국 교육부 ···············································································31
2-4 G 대학교 ·························································································32
3. 회의록 작성을 위한 음성인식 시스템 도입 사례 ·······························35
3-1 국회 ·································································································35
3-2 대전광역시의회 ·················································································36
3-3 고성, 인제, 평창군의회 ····································································37
4. 의회 회의록 작성의 측면에서 본 음성인식기술 도입 타당성 ··········38
Ⅴ. 결론 및 정책제언 ······················································································40
1. 기술활용과 사례분석을 기반으로 한 도입타당성 ·······························40
2. 음성인식시스템 도입시 기술적 고려사항 ············································41
2-1 회의실 음향/영상 환경 고려 ····························································41
2-2 음성입력 관련 돌발상황 최소화 ·······················································41
2-3 최신 AI모델 도입 여부 ····································································41
2-4 실시간 회의록 편집 UI 제공 여부 ···················································42
2-5 생성되는 회의록에 기반한 추가 학습 가능 여부 ······························42
2-6 인식 텍스트 스크립트와 동영상 동기화 여부 ···································42
2-7 파일럿 테스트시 오류율(인식률) 정의 재검토 ··································42
3. 정책제언 ··································································································43
3-1 음성인식시스템 도입시 정책적 고려사항 ··········································43
3-2 ASR 도입관련 제주특별자치도의회 회의록 관련 법령 검토 ············43
3-3 의회 회의록의 활용도 제고 방안 ·····················································44
3-4 현재 기술 동향을 반영한 NCS 속기 직무 규정 필요 ······················45
참고문헌 ···············································································································47
Abstract ··············································································································48
부록 ······················································································································52
제주특별자치도의회 회의록 관련 법규 ·······························································53