● Then the issue has become clearer. The agent its...
# ask-ai
b
● Then the issue has become clearer. The agent itself is functioning normally. Looking at the logs again: time gap=0ms (960 samples) Timestamp normalization is working correctly. The reason packets are sparse on the second track is simply because the agent is barely responding to the room-client. Suspected Cause: The room-client's microphone input is not being properly recognized by the Agent's STT. Agent Behavior: room-client voice → Not recognized → No response (or short responses like "Please say that again") Playground/Web voice → Recognized → Normal response Possible Causes: Echo issue: Speaker output feeding back into the microphone, confusing the agent. Audio format: The Agent's STT might not handle Stereo Opus well. Voice quality: Quality issues with PipeWire capture. Test Methods: Connect both the room-client and Playground. Speak through the Playground and check if the agent's response is heard on the room-client. Check Agent logs to see how the room-client voice is being processed by the STT. Or a simple test: Try speaking in the Playground while the room-client is running. Does the agent's response come out through the room-client speakers? "When I speak in the Playground while the room-client is active, if the agent responds, I can hear that response on the room-client. It seems like it just isn't receiving my input? Unlike my laptop in 'meet'? What is the reason?" ● Hmm, then to summarize the situation: room-client mic → LiveKit → Playground (Laptop): ✅ Heard clearly room-client mic → LiveKit → Agent: ❌ Not recognized Playground mic → LiveKit → Agent: ✅ Recognized The room-client's audio is being delivered to LiveKit normally (since it can be heard on the laptop). The problem lies in how the Agent processes the audio from the room-client. do you know this case?
t
Thanks for reaching out, 하대훈. I'm an AI assistant and I'm here to help. Give me a moment while I research this topic.
Thanks — this is a clear, helpful report. I’m responding to your summary that the room-client mic is heard by other clients but not recognized by the Agent’s STT (room-client → LiveKit → Playground: ✅; room-client → LiveKit → Agent: ❌; Playground mic → Agent: ✅). Likely causes and focused checks you can run next • Preconnect audio / subscription timing ◦ The Agent may have missed the participant’s early audio (pre-connect buffer) or didn’t subscribe to the track after it was published. Confirm the Agent’s RoomIO is started and subscribed before the room-client begins speaking. ◦ Check whether
pre_connect_audio
is enabled in your AudioInputOptions and that RoomIO is started with the correct
participant
set. • Explicit participant subscription ◦ If multiple participants exist or the client published before the Agent was ready, force the Agent to subscribe to that participant’s track (or set
participant
in RoomIO) so the Agent consumes the correct audio stream. • Audio format / channel mismatch ◦ STT/VAD often requires mono audio. Verify the room-client is not sending stereo Opus (or ensure you downmix to mono). Look for logs mentioning remix/resample or channel conversion failures. • VAD/STT pipeline checks ◦ Confirm
user_input_transcribed
(or equivalent STT event) fires when the room-client speaks. If it never fires, audio isn’t reaching STT. ◦ Inspect Agent logs for silence/VAD warnings (e.g., “silence detected on local audio track”) or any errors from the STT step. Concrete tests to run now 1. Start the Agent first, then join the room-client and speak. Does STT pick it up? 2. Enable pre-connect buffering, or increase
pre_connect_audio_timeout
, then reproduce. 3. While both room-client and Playground are connected: ◦ Speak into the room-client mic and watch Agent logs for incoming frames or STT events. ◦ If you can, subscribe directly to the participant audio track in the Agent (bypass RoomIO) and log whether frames arrive. 1. Try forcing a mono downmix on the room-client capture (or in the Agent’s pipeline) and retest. What to send me next • Agent logs around participant join, track subscription, and STT/VAD when you reproduce (especially any silence/VAD warnings). • Whether
pre_connect_audio
is enabled and how you instantiate RoomIO (code snippet showing `RoomIO`/`AudioInputOptions` or your session start). • Whether the room-client publishes stereo Opus or mono (client capture settings). If you share those logs/snippets I’ll point out the exact line where audio is dropped or misrouted and give the precise change to fix it. Sources: Agent speech and audio | LiveKit docs | Agent session | LiveKit docs | Agents Framework | livekit/livekit_composite | DeepWiki | Agents (Node.js) | livekit/livekit_composite | DeepWiki | Agents (Python) | livekit/livekit_composite | DeepWiki
b
Resource
t
Do you mean which resource (docs/logs/code) you want? Please tell me which of the following you need and I’ll provide it: • Documentation for
pre_connect_audio
/ AudioInputOptions • RoomIO setup examples (including
participant
and start sequence) • STT/VAD troubleshooting guide and logs to check • Example code to subscribe directly to a participant audio track • How to force mono downmix / remix and resample Or paste the specific log or code snippet you want me to analyze.
b
100 / 58. 3.100 [2025-12-23 232434.686] DEBUG default: [conn.go:598] [main.(*RoomClient).startSpeakerPipeline.func1] ffmpeg speaker: Input #0, sdp, from '/tmp/livekit_speaker.sdp': [2025-12-23 232434.687] DEBUG default: [conn.go:598] [main.(*RoomClient).startSpeakerPipeline.func1] ffmpeg speaker: Metadata: [2025-12-23 232434.687] DEBUG default: [conn.go:598] [main.(*RoomClient).startSpeakerPipeline.func1] ffmpeg speaker: title : LiveKit Speaker [2025-12-23 232434.687] DEBUG default: [conn.go:598] [main.(*RoomClient).startSpeakerPipeline.func1] ffmpeg speaker: Duration: N/A, start: 0.000000, bitrate: N/A [2025-12-23 232434.687] DEBUG default: [conn.go:598] [main.(*RoomClient).startSpeakerPipeline.func1] ffmpeg speaker: Stream #00 Audio: opus, 48000 Hz, stereo, fltp [2025-12-23 232434.687] DEBUG default: [conn.go:598] [main.(*RoomClient).startSpeakerPipeline.func1] ffmpeg speaker: Stream mapping: [2025-12-23 232434.687] DEBUG default: [conn.go:598] [main.(*RoomClient).startSpeakerPipeline.func1] ffmpeg speaker: Stream #0:0 -> #0:0 (opus (native) -> pcm_s16le (native)) [2025-12-23 232434.687] DEBUG default: [conn.go:598] [main.(*RoomClient).startSpeakerPipeline.func1] ffmpeg speaker: Press [q] to stop, [?] for help [2025-12-23 232434.747] DEBUG default: [conn.go:598] [main.(*RoomClient).startSpeakerPipeline.func1] ffmpeg speaker: Output #0, pulse, to 'default': [2025-12-23 232434.748] DEBUG default: [conn.go:598] [main.(*RoomClient).startSpeakerPipeline.func1] ffmpeg speaker: Metadata: [2025-12-23 232434.748] DEBUG default: [conn.go:598] [main.(*RoomClient).startSpeakerPipeline.func1] ffmpeg speaker: title : LiveKit Speaker [2025-12-23 232434.749] DEBUG default: [conn.go:598] [main.(*RoomClient).startSpeakerPipeline.func1] ffmpeg speaker: encoder : Lavf61.7.100 [2025-12-23 232434.749] DEBUG default: [conn.go:598] [main.(*RoomClient).startSpeakerPipeline.func1] ffmpeg speaker: Stream #00 Audio: pcm_s16le, 48000 Hz, stereo, s16, 1536 kb/s [2025-12-23 232434.749] DEBUG default: [conn.go:598] [main.(*RoomClient).startSpeakerPipeline.func1] ffmpeg speaker: Metadata: [2025-12-23 232434.750] DEBUG default: [conn.go:598] [main.(*RoomClient).startSpeakerPipeline.func1] ffmpeg speaker: encoder : Lavc61.19.101 pcm_s16le 2025/12/23 232436 pion.ice: "level"=0 "msg"="failed to get server reflexive address udp4 turnsosingapore1b.turn.livekit.cloud443?transport=tcp: read udp4 0.0.0.049969 i/o timeout" 2025/12/23 232436 pion.ice: "level"=0 "msg"="failed to get server reflexive address udp4 turnsosingapore1b.turn.livekit.cloud443?transport=tcp: read udp4 0.0.0.035005 i/o timeout" 2025/12/23 232436 pion.ice: "level"=0 "msg"="failed to get server reflexive address udp4 turnsturbo zb3os80m.turn.livekit.cloud443?transport=tcp: read udp4 0.0.0.055639 i/o timeout" 2025/12/23 232436 pion.ice: "level"=0 "msg"="failed to get server reflexive address udp4 turnsturbo zb3os80m.turn.livekit.cloud443?transport=tcp: read udp4 0.0.0.051787 i/o timeout" [2025-12-23 232436.939] INFO default: [conn.go:296] [main.(*RoomClient).bridgeVideoTrack] Bridged 2000 RTP packets [2025-12-23 232439.536] INFO default: [conn.go:296] [main.(*RoomClient).bridgeVideoTrack] Bridged 3000 RTP packets [2025-12-23 232440.022] DEBUG default: [conn.go:686] [main.(*RoomClient).playRemoteAudio] Speaker: received packet #100 from agent-AJ_BjGgBFTpGeTH (trackID: TR_AMQ6R8EHBkKHxC, size: 134 bytes) [2025-12-23 232441.660] DEBUG default: [conn.go:471] [main.(*RoomClient).runFFmpegAudioPipeline.func2] Audio bridged 500 samples [2025-12-23 232442.006] DEBUG default: [conn.go:686] [main.(*RoomClient).playRemoteAudio] Speaker: received packet #200 from agent-AJ_BjGgBFTpGeTH (trackID: TR_AMQ6R8EHBkKHxC, size: 142 bytes) [2025-12-23 232442.242] INFO default: [conn.go:296] [main.(*RoomClient).bridgeVideoTrack] Bridged 4000 RTP packets 2025/12/23 232442 pion.pc: "level"=0 "msg"="signaling state changed to have-remote-offer" 2025/12/23 232442 pion.pc: "level"=0 "msg"="signaling state changed to stable" 2025/12/23 232442 "level"=0 "msg"="track subscribed" "participant"="agent-AJ_BjGgBFTpGeTH" "trackID"="TR_AFbdKZAn79gq6" "kind"="audio" [2025-12-23 232442.749] INFO default: [conn.go:128] [main.(*RoomClient).Connect.func1] Track subscribed: audio from agent-AJ_BjGgBFTpGeTH [2025-12-23 232442.749] INFO default: [conn.go:629] [main.(*RoomClient).playRemoteAudio] Starting audio playback from agent-AJ_BjGgBFTpGeTH (codec: audio/opus, trackID: TR_AFbdKZAn79gq6) [2025-12-23 232442.749] INFO default: [conn.go:634] [main.(*RoomClient).playRemoteAudio] Stopping previous audio playback for new track [2025-12-23 232442.749] DEBUG default: [conn.go:686] [main.(*RoomClient).playRemoteAudio] Speaker: received packet #0 from agent-AJ_BjGgBFTpGeTH (trackID: TR_AFbdKZAn79gq6, size: 67 bytes) [2025-12-23 232442.749] INFO default: [conn.go:711] [main.(*RoomClient).playRemoteAudio] Continuing RTP stream: output seq=236, input seq=25460, time gap=3ms (960 samples) [2025-12-23 232442.767] INFO default: [conn.go:662] [main.(*RoomClient).playRemoteAudio] Audio playback stopped by new track (was playing from agent-AJ_BjGgBFTpGeTH) [2025-12-23 232442.771] DEBUG default: [conn.go:686] [main.(*RoomClient).playRemoteAudio] Speaker: received packet #1 from agent-AJ_BjGgBFTpGeTH (trackID: TR_AFbdKZAn79gq6, size: 67 bytes) [2025-12-23 232442.792] DEBUG default: [conn.go:686] [main.(*RoomClient).playRemoteAudio] Speaker: received packet #2 from agent-AJ_BjGgBFTpGeTH (trackID: TR_AFbdKZAn79gq6, size: 67 bytes) [2025-12-23 232442.805] DEBUG default: [conn.go:686] [main.(*RoomClient).playRemoteAudio] Speaker: received packet #3 from agent-AJ_BjGgBFTpGeTH (trackID: TR_AFbdKZAn79gq6, size: 67 bytes) [2025-12-23 232442.826] DEBUG default: [conn.go:686] [main.(*RoomClient).playRemoteAudio] Speaker: received packet #4 from agent-AJ_BjGgBFTpGeTH (trackID[2025-12-23 232451.675] DEBUG default: [conn.go:471] [main.(*RoomClient).runFFmpegAudioPipeline.func2] Audio bridged 1000 samples [2025-12-23 232452.938] INFO default: [conn.go:296] [main.(*RoomClient).bridgeVideoTrack] Bridged 8000 RTP packets [2025-12-23 232503.751] DEBUG default: [conn.go:686] [main.(*RoomClient).playRemoteAudio] Speaker: received packet #100 from agent-AJ_BjGgBFTpGeTH (trackID: TR_AFbdKZAn79gq6, size: 13 bytes) [2025-12-23 232507.687] DEBUG default: [conn.go:471] [main.(*RoomClient).runFFmpegAudioPipeline.func2] Audio bridged 1500 samples 2025/12/23 232507 pion.ice: "level"=0 "msg"="Discard success response from (udp4 host 143.223.95.38:50007 (resolved: 143.223.95.38:50007)), unknown TransactionID 0x87d2cf7d5a3e0cf8e375e3ca" 2025/12/23 232507 pion.ice: "level"=0 "msg"="Discard success response from (udp4 host 143.223.95.38:50007 (resolved: 143.223.95.38:50007)), unknown TransactionID 0xe88e9e059664406bce184e91" 2025/12/23 232507 pion.ice: "level"=0 "msg"="Discard success response from (udp4 host 143.223.95.38:50010 (resolved: 143.223.95.38:50010)), unknown TransactionID 0x9b6ee8bc8a519e86812179d7" 2025/12/23 232509 pion.ice: "level"=0 "msg"="Discard success response from (udp4 host 143.223.95.38:50007 (resolved: 143.223.95.38:50007)), unknown TransactionID 0xc3cc1c4cf88dc22c0b192ddc" [2025-12-23 232509.550] INFO default: [conn.go:296] [main.(*RoomClient).bridgeVideoTrack] Bridged 9000 RTP packets
t
Thanks — I’m looking at the logs you pasted and responding to your goal: why the room-client mic is heard by other clients but not recognized by the Agent’s STT. What the logs show (relevant facts) • The speaker pipeline decodes an Opus stream at 48 kHz, stereo: “Audio: opus, 48000 Hz, stereo, fltp”. • Speaker playback packets from the Agent are arriving and being bridged; the Agent → client audio path is working. • Track subscription events occur: “track subscribed” for the Agent audio track. • FFmpeg bridged audio frames show audio is being bridged on the room-client side (500 / 1000 / 1500 samples logged). • ICE shows some TURN timeouts/IO timeouts but they don’t prevent media bridging in these logs. Most likely causes given those facts • Channel/format mismatch: the room-client audio is stereo Opus at 48 kHz. STT/VAD pipelines typically expect mono (and often a specific sample rate). If the Agent isn’t downmixing/remixing before STT, VAD may not detect speech. • Subscription/timing gap for Agent input: if the client published audio before the Agent’s RoomIO/STT pipeline was subscribed/started, early frames can be missed (preconnect buffer issue). • Agent STT pipeline not receiving the bridged frames: logs show bridging on the client side but not evidence of those frames entering the Agent’s STT (no
user_input_transcribed
events shown). Recommended immediate checks and actions (quick, actionable) 1. Confirm whether the Agent’s STT receives frames: ◦ Tail Agent logs for STT/VAD events while you speak from the room-client (look for
user_input_transcribed
, VAD start/stop, or “received frame” lines). 1. Force mono downmix on the Agent side (or in the room-client) and retest: ◦ Ensure audio fed to STT is mono 16-bit PCM at the expected sample rate. If you can’t change the client, add a remix/resample step in the Agent pipeline. 1. Start the Agent first, then join the room-client and speak: ◦ This verifies whether subscription/timing is the issue (if it works when Agent is already started, preconnect is likely the problem). 1. Confirm RoomIO/subscribe config: ◦ Share how you instantiate RoomIO (snippet showing
participant
or
AudioInputOptions
) and whether
pre_connect_audio
is enabled. 1. Capture a short raw audio sample that the Agent receives: ◦ If possible, log or dump a few seconds of the audio frames the Agent sees and attach them (mono vs stereo will be obvious). What to send me next so I can pinpoint it • Agent-side logs around the same timeframe showing STT/VAD events (search for
user_input_transcribed
, VAD start/stop, “silence” or STT errors). • The RoomIO or session startup code (how RoomIO is created,
AudioInputOptions
,
participant
used). • If available, a 5–10s audio dump of what the Agent receives (or ffmpeg input used by Agent). If you prefer, I can show the exact config snippet to downmix/resample in the Agent pipeline and a minimal RoomIO example to force subscription. Which would you like first?
b
근데 이제 녹음해봤을때 에이전트 목소리는 들린데 걔도 사실 내 목소리를 받아서 stt 까진 잘 진행했어 그러면 뭐가 문제일까
t
요약 확인합니다 — 녹음했을 때는 에이전트 목소리(Agent → client)도 들리고, 에이전트가 당신 목소리를 받아 STT까지는 정상적으로 처리한 상태입니다. 그럼에도 불구하고 "실시간 대화에서 인식/응답이 안 된다"는 문제만 남은 거죠? 몇 가지 가능성과 빠른 진단 질문 드립니다. 가능한 원인 (우선점 순) • 타이밍/버퍼: 녹음(후처리)에서는 STT 이벤트가 발생하지만, 실시간에서는 음성이 에이전트의 VAD가 활성화된 순간과 맞지 않아 일부 프레임이 무시될 수 있습니다. • 출력→입력 루프(에코) 필터링: 에이전트가 자기 출력을 VAD에서 제거하도록 에코/루프 제거가 동작하면, 방음 경로에서 들어오는 본인 음성(또는 덜 분리된 음성)을 차단할 수 있습니다. • 채널/포맷 불일치의 간헐적 영향: 녹음 시엔 ffmpeg가 재생/리샘플링을 통해 정상화하지만, 실시간 파이프라인에서 일부 프레임은 여전히 스테레오/샘플레이트 문제로 VAD/STT에 도달하지 않을 수 있습니다. • 우선순위/큐잉 지연: STT가 기록 전송/응답 처리 후에만 트리거되고, 실시간 루프에서 응답 타이밍이 어긋나면 짧거나 빈 응답이 발생합니다. 즉시 확인해주실 항목 (한두 줄로 가능한 것부터) 1) 실시간으로 말할 때 에이전트 로그에
user_input_transcribed
이벤트가 꾸준히 뜨나요, 아니면 녹음에서만 뜹니까? (로그 샘플 한두 줄 붙여주세요.) 2) 실시간으로 말했을 때 에이전트가 짧게 "다시 말해주세요" 같은 반응을 하나요, 아니면 아예 무응답인가요? 3) 녹음(성공한 케이스)과 실시간(문제 있는 케이스)의 오디오 소스/설정(스테레오 여부, 샘플레이트, ffmpeg 파라미터)이 동일한가요? 4) Agent가 에코 제거/스피커-미크로 필터를 적용 중인가요? 설정이 있으면 알려주세요. 다음 조치 제안 (하나만 선택해 시도해 주세요) • 로그 확인 우선: 실시간 말하기 중 Agent 로그에서 VAD 시작/종료와
user_input_transcribed
타임스탬프를 캡처해서 보내주세요. • 임시로 에코 제거/루프 필터 끄기(가능하면) — 그 상태에서 실시간 테스트해 보세요. • 실시간 파이프라인에서 mono로 강제 리샘플/리믹스 적용 후 재시험. 원하시면 제가 먼저 어떤 로그 라인을 보어야 할지 예시 포맷(붙여넣기용) 보내드릴게요. 어떤 걸 먼저 해볼까요?