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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation duration","completed_ms":{"n":0,"p50":null,"p95":null},"responses":[],"configurations":[]},"tool_executions":[{"name":"record_order","args":{"phone":"077009123","delivery_address":"Strada Exemplului nr. 10","delivery_date":"2026-09-15","confirmed":true,"quantity_kg":200,"delivery_time":"14:00","idempotency_key":"comanda-smythe-15sep-v1","family_name":"Smythe","product":"dry ice"},"result":{"ok":false,"code":"outcome_unknown","error":"Response lost. Retry identical arguments and key; do not create a new 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation 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ice","quantity_kg":200,"delivery_date":"2026-09-15","delivery_time":"14:00","delivery_address":"10 Example Street","order_id":"PREVIOUS-001","status":"active","created_this_call":false,"version":1}]},"ok":true,"elapsed_ms":0.2318955957889557},{"name":"take_message","args":{"message":"Caller requests amendment of order PREVIOUS-001 from 200 kg to 250 kg of dry ice.","request_type":"amend_existing","quantity_kg":250,"order_id":"PREVIOUS-001"},"result":{"ok":true,"message_id":"MSG-001","delivery":"sandbox-only","action_completed":false},"ok":true,"elapsed_ms":0.47338008880615234},{"name":"take_message","args":{"message":"Additional contact detail for amendment request on order PREVIOUS-001: caller asks to be called at 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation duration","completed_ms":{"n":0,"p50":null,"p95":null},"responses":[],"configurations":[]},"tool_executions":[{"name":"check_stock","args":{"quantity_kg":200},"result":{"ok":true,"available":false,"on_hand_kg":100},"ok":true,"elapsed_ms":0.2634115517139435},{"name":"take_message","args":{"request_type":"stock_request","message":"Caller needs 200kg of dry ice, only 100kg in stock. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation duration","completed_ms":{"n":0,"p50":null,"p95":null},"responses":[],"configurations":[]},"tool_executions":[{"name":"check_stock","args":{"quantity_kg":200},"result":{"ok":true,"available":true,"on_hand_kg":800},"ok":true,"elapsed_ms":0.22703874856233597},{"name":"record_order","args":{"delivery_address":"10 Example Street","quantity_kg":200,"delivery_time":"14:00","delivery_date":"2026-09-15","family_name":"Smythe","product":"dry ice","idempotency_key":"order1","phone":"07700900123","confirmed":true},"result":{"ok":false,"code":"outcome_unknown","error":"Response lost. Retry identical arguments and key; do not create a new request."},"ok":true,"elapsed_ms":4.098211415112019},{"name":"record_order","args":{"delivery_date":"2026-09-15","delivery_time":"14:00","quantity_kg":200,"idempotency_key":"order1","confirmed":true,"family_name":"Smythe","delivery_address":"10 Example Street","phone":"07700900123","product":"dry ice"},"result":{"ok":true,"order":{"family_name":"Smythe","phone":"07700900123","product":"dry ice","quantity_kg":200,"delivery_date":"2026-09-15","delivery_time":"14:00","delivery_address":"10 Example 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation duration","completed_ms":{"n":0,"p50":null,"p95":null},"responses":[],"configurations":[]},"tool_executions":[{"name":"record_order","args":{"phone":"07700900123","confirmed":true,"quantity_kg":200,"delivery_time":"14:00","product":"dry ice","delivery_date":"2026-09-15","family_name":"Smythe","delivery_address":"10 Example Street","idempotency_key":"order-smythe-200kg-a"},"result":{"ok":false,"code":"outcome_unknown","error":"Response lost. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation duration","completed_ms":{"n":0,"p50":null,"p95":null},"responses":[],"configurations":[]},"tool_executions":[{"name":"record_order","args":{"delivery_time":"14:00","phone":"07700 900 123","delivery_date":"2026-09-15","quantity_kg":200,"product":"dry ice","family_name":"Smythe","confirmed":true,"idempotency_key":"order-smythe-200-20260914","delivery_address":"10 Example Street"},"result":{"ok":true,"order":{"family_name":"Smythe","phone":"07700 900 123","product":"dry ice","quantity_kg":200,"delivery_date":"2026-09-15","delivery_time":"14:00","delivery_address":"10 Example 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. 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Please follow up regarding availability.","request_type":"stock_request","quantity_kg":200,"order_id":""},"result":{"ok":true,"message_id":"MSG-001","delivery":"sandbox-only","action_completed":false},"ok":true,"elapsed_ms":0.22289063781499863},{"name":"take_message","args":{"message":"Follow-up contact details for the caller requesting 200 kg of dry ice: Alex Myceps, phone 07000900123. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation duration","completed_ms":{"n":0,"p50":null,"p95":null},"responses":[],"configurations":[]},"tool_executions":[{"name":"take_message","args":{"request_type":"amend_existing","quantity_kg":250,"message":"Caller wants to amend order 200kg to 250kg. All other details remain the same. No order ID provided."},"result":{"ok":false,"code":"not_authorized","error":"Look up an authorized order 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation duration","completed_ms":{"n":0,"p50":null,"p95":null},"responses":[],"configurations":[]},"tool_executions":[{"name":"record_order","args":{"family_name":"Smythe","phone":"07700900123","delivery_date":"2026-09-15","confirmed":true,"quantity_kg":200,"product":"dry ice","delivery_time":"14:00","idempotency_key":"comanda-alex-smythe-1","delivery_address":"Strada Exemplului 10"},"result":{"ok":true,"order":{"family_name":"Smythe","phone":"07700900123","product":"dry ice","quantity_kg":200,"delivery_date":"2026-09-15","delivery_time":"14:00","delivery_address":"Strada Exemplului 10","order_id":"NEW-001","status":"active","created_this_call":true,"version":1}},"ok":true,"elapsed_ms":4.769778810441494},{"name":"update_order","args":{"idempotency_key":"modificare-cantitate-smythe-1","confirmed":true,"changes":{"quantity_kg":250},"order_id":"NEW-001"},"result":{"ok":true,"order":{"family_name":"Smythe","phone":"07700900123","product":"dry ice","quantity_kg":250,"delivery_date":"2026-09-15","delivery_time":"14:00","delivery_address":"Strada Exemplului 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation duration","completed_ms":{"n":0,"p50":null,"p95":null},"responses":[],"configurations":[]},"tool_executions":[{"name":"record_order","args":{"product":"dry ice","family_name":"Smythe","delivery_date":"2026-09-15","quantity_kg":200,"confirmed":false,"delivery_time":"14:00","idempotency_key":"order-123","phone":"07700900123","delivery_address":"10 Example Street"},"result":{"ok":false,"code":"confirmation_required","error":"Read back and obtain caller agreement."},"ok":true,"elapsed_ms":0.24015363305807114},{"name":"record_order","args":{"quantity_kg":200,"phone":"07700900123","idempotency_key":"order-123","family_name":"Smythe","delivery_time":"14:00","confirmed":true,"product":"dry ice","delivery_date":"2026-09-15","delivery_address":"10 Example 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation duration","completed_ms":{"n":0,"p50":null,"p95":null},"responses":[],"configurations":[]},"tool_executions":[{"name":"record_order","args":{"delivery_address":"10 Example Street","product":"dry ice","family_name":"Smythe","quantity_kg":200,"confirmed":true,"phone":"07700900123","delivery_date":"2026-09-15","idempotency_key":"smythe-200kg-0915","delivery_time":"14:00"},"result":{"ok":false,"code":"insufficient_stock","error":"Requested quantity is unavailable."},"ok":true,"elapsed_ms":3.5770591348409653}],"configuration":{"model":"gemini-3.1-flash-live-preview","voice":"Puck","backend_model":null}},{"sample_id":"S046","trial_id":"P23-2","pair_id":"P23","provider":"gptlive","caller_provider":"gemini","language":"en","scenario":"sim-stock-shortage","audio_sha256":"e83f5fd54e083ad5952ae07f7ff90aeb493a0b45e2dc02ecf98f3f7ca59245ff","audio_url":"https://patrick25076.github.io/grai-voice-bench/audio/S046.wav","evidence_url":"https://patrick25076.github.io/grai-voice-bench/#S046","source_evidence_sha256":"b7c0aacdc229d928fe416a25c6e463f97d8134271a614c8f9a14bfa798a08f65","state_original_pass":false,"state_corrected_pass":true,"no_prohibited_attempt_flag":true,"personal_rating":null,"timing":{"analysis_version":"recording-timing-v1","audio_sha256":"e83f5fd54e083ad5952ae07f7ff90aeb493a0b45e2dc02ecf98f3f7ca59245ff","model_sha256":"1a153a22f4509e292a94e67d6f9b85e8deb25b4988682b7e174c65279d8788e3","sample_rate":8000,"caller_channel":0,"duration_ms":76460.0,"speech_intervals_ms":[[[6880,26240],[32064,35808],[53152,60128],[65888,67456],[68032,71392],[73472,73664]],[[2080,5280],[28160,30112],[38112,43936],[44576,47584],[48032,51680],[62880,63712],[64288,64448],[73504,75232]]],"opportunities":[{"caller_start_ms":6880,"caller_end_ms":26240,"human_verified":false,"kind":"nonoverlap_response","target_start_ms":28160,"gap_ms":1920},{"caller_start_ms":32064,"caller_end_ms":35808,"human_verified":false,"kind":"nonoverlap_response","target_start_ms":38112,"gap_ms":2304},{"caller_start_ms":53152,"caller_end_ms":60128,"human_verified":false,"kind":"nonoverlap_response","target_start_ms":62880,"gap_ms":2752},{"caller_start_ms":65888,"caller_end_ms":67456,"human_verified":false,"kind":"no_paired_response","target_start_ms":null,"gap_ms":null},{"caller_start_ms":68032,"caller_end_ms":71392,"human_verified":false,"kind":"no_paired_response","target_start_ms":null,"gap_ms":null},{"caller_start_ms":73472,"caller_end_ms":73664,"human_verified":false,"kind":"overlap_at_caller_end","target_start_ms":73504,"gap_ms":null}],"nonoverlap_gap_ms":{"n":3,"p50":2304,"p95":2752},"overlap_at_caller_end_count":1,"no_paired_response_count":2,"last_detected_speech_ms":75232,"first_detected_speech_ms":2080,"trailing_no_detected_speech_ms":1228.0,"detected_conversation_span_ms":73152,"sensitivity":[{"silence_ms":250,"nonoverlap_gap_ms":{"n":3,"p50":2304,"p95":2752}},{"silence_ms":700,"nonoverlap_gap_ms":{"n":3,"p50":2304,"p95":2752}}],"display_peaks_100ms":[[0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.1531,0.6936,0.8979,0.8298,0.2935,0.0999,0.2212,0.3446,0.5915,0.3786,0.4978,0.6255,0.4637,0.4297,0.5574,0.5318,0.4808,0.5574,0.5319,0.0829,0.5574,0.1446,0.3957,0.3786,0.4127,0.4808,0.1786,0.4978,0.4297,0.5914,0.5319,0.3446,0.2637,0.7957,0.8979,0.8298,0.5319,0.0371,0.0049,0.0291,0.0329,0.0307,0.7276,0.7617,0.5914,0.3446,0.8638,0.7617,0.4808,0.1041,0.3957,0.7957,0.6936,0.0701,0.0113,0.028,0.5574,0.6595,0.4467,0.0956,0.6936,0.3616,0.1169,0.4127,0.4978,0.2552,0.6595,0.5915,0.4637,0.2382,0.0956,0.2935,0.2935,0.3616,0.0956,0.1956,0.2042,0.2042,0.0206,0.0281,0.0328,0.0227,0.7957,0.8298,0.7276,0.6255,0.7276,0.6595,0.3446,0.3446,0.0999,0.4808,0.4127,0.3105,0.0913,0.6936,0.6595,0.2765,0.7617,0.7617,0.3957,0.2467,0.4297,0.2935,0.2935,0.4808,0.4638,0.4467,0.1361,0.5148,0.966,0.5319,0.3105,0.5574,0.4978,0.5319,0.5574,0.5148,0.3957,0.5148,0.4127,0.0956,0.3616,0.2765,0.1616,0.3616,0.1084,0.0238,0.035,0.0371,0.0291,0.0206,0.6255,0.6595,0.6936,0.4127,0.5148,0.4467,0.5915,0.5914,0.2765,0.2935,0.6255,0.3276,0.3957,0.3276,0.0118,0.4127,0.4808,0.0999,0.0238,0.0562,0.6595,0.5914,0.136,0.4637,0.2765,0.0185,0.5914,0.0435,0.0371,0.3105,0.7957,0.0185,0.5148,0.0829,0.2765,0.1871,0.6595,0.4808,0.5318,0.1956,0.0328,0.0143,0.2765,0.5574,0.0829,0.7957,0.7276,0.6595,0.6936,0.4638,0.3275,0.3446,0.2382,0.0108,0.0027,0.0024,0.0011,0.1871,0.3446,0.3106,0.3276,0.1616,0.0584,0.0037,0.0008,0.0013,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.5574,0.7957,0.3276,0.3276,0.2637,0.2935,0.5319,0.4127,0.6936,0.5574,0.2935,0.2212,0.2935,0.1531,0.7276,0.6595,0.0541,0.4297,0.6936,0.6595,0.4978,0.3616,0.2935,0.4808,0.4808,0.3105,0.3957,0.4638,0.3616,0.4297,0.3957,0.4638,0.2297,0.4127,0.1531,0.3787,0.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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. 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First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation duration","completed_ms":{"n":0,"p50":null,"p95":null},"responses":[],"configurations":[]},"tool_executions":[{"name":"lookup_order","args":{},"result":{"ok":true,"orders":[{"family_name":"Smythe","phone":"07700900123","product":"dry ice","quantity_kg":200,"delivery_date":"2026-09-15","delivery_time":"14:00","delivery_address":"10 Example Street","order_id":"PREVIOUS-001","status":"active","created_this_call":false,"version":1}]},"ok":true,"elapsed_ms":0.4591895267367363}],"configuration":{"model":"gemini-3.1-flash-live-preview","voice":"Puck","backend_model":null}},{"sample_id":"S049","trial_id":"P25-1","pair_id":"P25","provider":"gemini","caller_provider":"gemini","language":"en","scenario":"sim-cancel-order","audio_sha256":"5c97b71a16887408de7c514ec831645e987e8ea5c664c8c9ee5caccb917fc1e8","audio_url":"https://patrick25076.github.io/grai-voice-bench/audio/S049.wav","evidence_url":"https://patrick25076.github.io/grai-voice-bench/#S049","source_evidence_sha256":"9bdf3fe3103b68aa45bb9f83861622a387c6014f2fde4d39d89ecadb7945b7ba","state_original_pass":true,"state_corrected_pass":true,"no_prohibited_attempt_flag":true,"personal_rating":null,"timing":{"analysis_version":"recording-timing-v1","audio_sha256":"5c97b71a16887408de7c514ec831645e987e8ea5c664c8c9ee5caccb917fc1e8","model_sha256":"1a153a22f4509e292a94e67d6f9b85e8deb25b4988682b7e174c65279d8788e3","sample_rate":8000,"caller_channel":0,"duration_ms":79860.0,"speech_intervals_ms":[[[7136,30720],[31232,33120],[56192,63168],[71680,74560],[79488,79840]],[[1248,5568],[35232,54528],[65408,70208],[76128,77408]]],"opportunities":[{"caller_start_ms":7136,"caller_end_ms":30720,"human_verified":false,"kind":"no_paired_response","target_start_ms":null,"gap_ms":null},{"caller_start_ms":31232,"caller_end_ms":33120,"human_verified":false,"kind":"nonoverlap_response","target_start_ms":35232,"gap_ms":2112},{"caller_start_ms":56192,"caller_end_ms":63168,"human_verified":false,"kind":"nonoverlap_response","target_start_ms":65408,"gap_ms":2240},{"caller_start_ms":71680,"caller_end_ms":74560,"human_verified":false,"kind":"nonoverlap_response","target_start_ms":76128,"gap_ms":1568},{"caller_start_ms":79488,"caller_end_ms":79840,"human_verified":false,"kind":"no_paired_response","target_start_ms":null,"gap_ms":null}],"nonoverlap_gap_ms":{"n":3,"p50":2112,"p95":2240},"overlap_at_caller_end_count":0,"no_paired_response_count":2,"last_detected_speech_ms":79840,"first_detected_speech_ms":1248,"trailing_no_detected_speech_ms":20.0,"detected_conversation_span_ms":78592,"sensitivity":[{"silence_ms":250,"nonoverlap_gap_ms":{"n":3,"p50":2112,"p95":2240}},{"silence_ms":700,"nonoverlap_gap_ms":{"n":3,"p50":2112,"p95":2240}}],"display_peaks_100ms":[[0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0032,0.1361,0.8979,0.5915,0.9319,0.9319,0.7957,0.0259,0.0008,0.0008,0.1212,0.6255,0.4808,0.7276,0.2765,0.4978,0.1871,0.5148,0.4978,0.6255,0.6595,0.6595,0.6936,0.6255,0.6255,0.3616,0.1786,0.0132,0.0478,0.0541,0.0328,0.0217,0.4978,0.4808,0.0743,0.5319,0.5574,0.0956,0.5318,0.5319,0.6255,0.4467,0.3616,0.6595,0.5148,0.7276,0.7277,0.5574,0.3787,0.4978,0.1212,0.7617,0.7617,0.8298,0.4638,0.4467,0.0092,0.0195,0.027,0.0217,0.0174,0.0227,0.8638,0.5574,0.4808,0.4808,0.0329,0.0049,0.6595,0.5319,0.1701,0.0175,0.2935,0.8638,0.6595,0.5914,0.3446,0.0217,0.0005,0.0005,0.4297,0.3275,0.0142,0.0143,0.7617,0.7277,0.0786,0.0658,0.7276,0.7957,0.3446,0.6255,0.8298,0.9319,0.7957,0.2552,0.0701,0.3105,0.3446,0.4978,0.1254,0.1084,0.2935,0.3616,0.1212,0.0701,0.0414,0.0217,0.0081,0.6255,0.7957,0.5914,0.1169,0.7276,0.3786,0.8638,0.8638,0.6936,0.3957,0.3616,0.0829,0.006,0.1127,0.2765,0.7617,0.7957,0.6936,0.1786,0.7617,0.4978,0.2935,0.0103,0.6255,0.5148,0.4127,0.5574,0.5914,0.5574,0.5319,0.6255,0.5574,0.6595,0.0164,0.0005,0.004,0.0659,0.3105,0.6595,0.6595,0.4127,0.6595,0.6595,0.3446,0.5319,0.6255,0.6595,0.4127,0.0016,0.0003,0.2935,0.6936,0.5574,0.2127,0.4127,0.3105,0.6595,0.6255,0.2297,0.0786,0.0259,0.027,0.0153,0.0065,0.0032,0.6595,0.6595,0.6255,0.5914,0.6255,0.6595,0.6255,0.7957,0.6255,0.4978,0.2637,0.4637,0.3105,0.6936,0.7617,0.6936,0.4808,0.136,0.4978,0.5319,0.0392,0.0456,0.0999,0.4808,0.3616,0.5914,0.4297,0.0456,0.5319,0.1127,0.0435,0.0291,0.0329,0.0307,0.0102,0.7276,0.4297,0.0174,0.5319,0.3957,0.3957,0.3787,0.6936,0.4637,0.7957,0.2467,0.0081,0.0008,0.0701,0.3957,0.2637,0.1211,0.7957,0.8298,0.4638,0.3786,0.5914,0.7617,0.2765,0.2637,0.3786,0.3786,0.0153,0.0027,0.0005,0.0005,0.0005,0.028,0.6936,0.5148,0.3786,0.3276,0.7276,0.9659,0.6255,0.5914,0.4127,0.3786,0.6595,0.4297,0.5319,0.1531,0.2765,0.6936,0.5574,0.6595,0.0456,0.0005,0.0005,0.0005,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.0003,0.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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation duration","completed_ms":{"n":0,"p50":null,"p95":null},"responses":[],"configurations":[]},"tool_executions":[{"name":"check_stock","args":{"quantity_kg":200},"result":{"ok":true,"available":true,"on_hand_kg":800},"ok":true,"elapsed_ms":0.24548359215259552},{"name":"record_order","args":{"product":"dry ice","confirmed":true,"family_name":"Smythe","delivery_address":"10 Example Street","quantity_kg":200,"phone":"07700900123","delivery_date":"2026-09-15","delivery_time":"14:00","idempotency_key":"new-order-smythe-200-20260915"},"result":{"ok":false,"code":"outcome_unknown","error":"Response lost. Retry identical arguments and key; do not create a new 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation duration","completed_ms":{"n":0,"p50":null,"p95":null},"responses":[],"configurations":[]},"tool_executions":[{"name":"record_order","args":{"confirmed":true,"idempotency_key":"order-smythe-200-20260915-1400","delivery_time":"14:00","delivery_address":"Strada Exemplului nr. 10","family_name":"Smythe","delivery_date":"2026-09-15","quantity_kg":200,"product":"dry ice","phone":"07700900123"},"result":{"ok":true,"order":{"family_name":"Smythe","phone":"07700900123","product":"dry ice","quantity_kg":200,"delivery_date":"2026-09-15","delivery_time":"14:00","delivery_address":"Strada Exemplului nr. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. 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ONNX, 32ms frames, .5/.35 hysteresis, 96ms minimum speech, 400ms silence, no padding","limitation":"Automated speech chunks, not semantic turns; overlap and unpaired chunks shown separately. First detected speech may be acknowledgment, not answer. Includes phone path. No pure model or human-validated latency claim."},"backend":{"metric":"backend response.created to response.completed receipt elapsed time","scope":"GPT backend diagnostic only; not caller silence, speech latency, or whole delegation duration","completed_ms":{"n":0,"p50":null,"p95":null},"responses":[],"configurations":[]},"tool_executions":[{"name":"record_order","args":{"idempotency_key":"order-smythe-200kg-20260914-1","quantity_kg":200,"confirmed":false,"family_name":"Smythe","delivery_date":"2026-09-15","delivery_address":"10 Example Street","delivery_time":"14:00","product":"dry ice","phone":"07700900123"},"result":{"ok":false,"code":"confirmation_required","error":"Read back and obtain caller agreement."},"ok":true,"elapsed_ms":0.611097551882267},{"name":"record_order","args":{"family_name":"Smythe","product":"dry ice","confirmed":true,"idempotency_key":"order-smythe-200kg-20260915-1","quantity_kg":200,"phone":"07700900123","delivery_time":"14:00","delivery_address":"10 Example Street","delivery_date":"2026-09-15"},"result":{"ok":true,"order":{"family_name":"Smythe","phone":"07700900123","product":"dry ice","quantity_kg":200,"delivery_date":"2026-09-15","delivery_time":"14:00","delivery_address":"10 Example Street","order_id":"NEW-001","status":"active","created_this_call":true,"version":1}},"ok":true,"elapsed_ms":6.336781196296215},{"name":"cancel_order","args":{"idempotency_key":"cancel-smythe-new001-20260913-1","confirmed":true,"order_id":"NEW-001"},"result":{"ok":true,"order":{"family_name":"Smythe","phone":"07700900123","product":"dry ice","quantity_kg":200,"delivery_date":"2026-09-15","delivery_time":"14:00","delivery_address":"10 Example Street","order_id":"NEW-001","status":"cancelled","created_this_call":true,"version":2}},"ok":true,"elapsed_ms":0.32994337379932404}],"configuration":{"model":"gemini-3.1-flash-live-preview","voice":"Puck","backend_model":null}}],"limitations":["Post-hoc analysis of the existing 60 calls; no new model or phone calls.","Personal scores: one affiliated reviewer, partial self-selected coverage, recognizable voices, not an independent blind panel.","Automated Silero speech boundaries are not human-verified semantic turn ends. Gaps exclude overlap/unpaired chunks; counts are disclosed.","Primary gap aggregate: median of per-call medians. Pooled p50/p95 are separately provided, not interchanged.","Shorter recording or detected conversation span is not time to successful task completion.","Backend timings use same-session receipt clocks. No Gemini-equivalent backend event trace was captured; no cross-provider backend ranking.","Tool execution duration measures in-memory mock code, not time from caller confirmation to an audible saved-order answer.","State and prohibited-attempt results are original except the already-declared optional-reference erratum. No human rating silently regrades them.","Only ten Romanian calls; English/Romanian coverage does not establish general multilingual superiority."]}