Paper Citation Record · LEDGER

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

As of 21 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 25 inbound Pith citation observations for arXiv:2509.02020.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2509.02020 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:00:45.443144Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 25 of 25 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:34:47.830741Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T20:10:07.264049Z

Reference resolution

37 of 37 outbound references displayed

verified exact0
verified fuzzy15
unresolved21
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cefde6a1-a184-456f-8e52-c5e09ce4e093 · outbound

This paper cites FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.274842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 489b64a4-604d-404a-9fa5-6e6923f7132c · outbound

This paper cites FireRedTTS-1S: An Upgraded Streamable Foundation Text-to-Speech System.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot FireRedTTS-1S: An Upgraded Streamable Foundation Text-to-Speech System

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.279735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d251310-1f84-4d67-a078-5a8b47f82b65 · outbound

This paper cites CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.284776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d2eacaa-c0cd-46c9-8700-f55b55ee16de · outbound

This paper cites CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.289852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29256767-0f50-4d5c-ba91-349d19f274cc · outbound

This paper cites CosyVoice 3: Towards In-the-wild Speech Generation via Scaling-up and Post-training.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot CosyVoice 3: Towards In-the-wild Speech Generation via Scaling-up and Post-training

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.294951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6b11d61-fc62-4741-9e45-9c2fd67d14da · outbound

This paper cites IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.299724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c68d5cec-178c-4b7f-87a1-08a6cf00b825 · outbound

This paper cites Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.305208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc062fb2-9d13-477c-897c-c469a86beab9 · outbound

This paper cites F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.309565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 251bcca0-1cdb-4a25-87c9-fafb3c76c7ec · outbound

This paper cites E2 tts: Embarrassingly easy fully non-autoregressive zero-shot tts.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot E2 tts: Embarrassingly easy fully non-autoregressive zero-shot tts

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:00:46.129243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cc97a2fe-4c5b-4154-80eb-a4cf23513cda · outbound

This paper cites Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.318658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82ec05d8-8df7-4746-a823-d2fe5760ef14 · outbound

This paper cites AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.323277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20543e3d-db0e-4037-83ad-ebdca0906f54 · outbound

This paper cites Podagent: A comprehensive framework for podcast generation.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Podagent: A comprehensive framework for podcast generation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:00:46.114580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0dbdac0b-c7a9-4d3c-8c3e-6e38adc875df · outbound

This paper cites Covomix: Advancing zero-shot speech generation for human-like multi-talker conversations.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Covomix: Advancing zero-shot speech generation for human-like multi-talker conversations

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:00:46.099725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b146c7fd-0612-4ee7-b127-281212aa782f · outbound

This paper cites Covomix2: Advancing zero-shot dialogue generation with fully non-autoregressive flow matching.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Covomix2: Advancing zero-shot dialogue generation with fully non-autoregressive flow matching

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.336483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a48fddc6-1147-43b0-9c2b-560188e4da60 · outbound

This paper cites MoonCast: High-Quality Zero-Shot Podcast Generation.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot MoonCast: High-Quality Zero-Shot Podcast Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.340930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14c934d0-4c7f-485a-a657-0f88943a0a9d · outbound

This paper cites an unresolved cited work.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:00:46.085072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation df16ea93-8aef-4689-a1b5-51eecc291ec9 · outbound

This paper cites Parakeet, 2024.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Parakeet, 2024

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:00:46.055182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 22b0f101-4787-4608-86c1-c0a5ae3ee09d · outbound

This paper cites ZipVoice-Dialog: Non-Autoregressive Spoken Dialogue Generation with Flow Matching.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot ZipVoice-Dialog: Non-Autoregressive Spoken Dialogue Generation with Flow Matching

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.359674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f467db39-b9b1-492f-b7a2-8bc0d7bee920 · outbound

This paper cites Text to spoken dialogue generation.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Text to spoken dialogue generation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:00:46.040932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 73c02f5b-98d9-445e-a231-b9897de33e5f · outbound

This paper cites VibeVoice Technical Report.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot VibeVoice Technical Report

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.368477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0afad6cd-6aff-4af9-9e06-252673b779b2 · outbound

This paper cites Crossing the uncanny valley of conversa- tional voice., 2025.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Crossing the uncanny valley of conversa- tional voice., 2025

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:00:46.025912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ef406995-7bd4-458a-9f11-208424da88b2 · outbound

This paper cites Codec does matter: Exploring the semantic shortcoming of codec for audio language model.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Codec does matter: Exploring the semantic shortcoming of codec for audio language model

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:00:46.010433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 889ef837-5acf-4ae4-bc89-3030145ccde1 · outbound

This paper cites Llasa: Scaling Train-Time and Inference-Time Compute for Llama-based Speech Synthesis.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Llasa: Scaling Train-Time and Inference-Time Compute for Llama-based Speech Synthesis

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.381451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b986fc34-f565-4f28-9bb0-aabbcd94cffc · outbound

This paper cites SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.385843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25c7f6dc-5a26-403a-a0e8-eeb2b8cad26f · outbound

This paper cites Moshi: a speech-text foundation model for real-time dialogue.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Moshi: a speech-text foundation model for real-time dialogue

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.391077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f63e429c-afad-40d9-9618-54c74be991ff · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Robust speech recognition via large-scale weak supervision

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:00:45.994370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ab7c535d-0bda-4896-b7da-61b089fcafac · outbound

This paper cites Soundstream: An end-to-end neural audio codec.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Soundstream: An end-to-end neural audio codec

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:00:45.979068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cb76bd30-7352-4638-bae8-87eb1a383b24 · outbound

This paper cites V ocos: Closing the gap between time-domain and fourier-based neural vocoders for high-quality audio synthesis.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot V ocos: Closing the gap between time-domain and fourier-based neural vocoders for high-quality audio synthesis

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:00:45.962367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4a6632e9-dec5-4d29-b7cc-3d67b369c452 · outbound

This paper cites Scaling transformers for low-bitrate high-quality speech coding.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Scaling transformers for low-bitrate high-quality speech coding

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:00:45.944951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5c2fd124-eeea-489c-ac8e-3a0dbc21d53a · outbound

This paper cites Simple and controllable music generation.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Simple and controllable music generation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:00:45.929684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 36f5adc5-97d5-4776-8b37-15868874c33f · outbound

This paper cites Qwen 2.5: A comprehensive review of the leading resource-efficient llm with potentioal to surpass all competitors.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Qwen 2.5: A comprehensive review of the leading resource-efficient llm with potentioal to surpass all competitors

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:00:45.914030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 78740931-f52f-485a-baba-662d9142bc05 · outbound

This paper cites Seed-TTS: A Family of High-Quality Versatile Speech Generation Models.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Seed-TTS: A Family of High-Quality Versatile Speech Generation Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.422814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d8e8d91-3e33-49eb-8da4-a442370d71d5 · outbound

This paper cites MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.427743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf3d3c93-977f-44cf-b01c-dd3aba6139e1 · outbound

This paper cites Qwen3 Technical Report.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Qwen3 Technical Report

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:45.432306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb2a2da1-0729-4284-94be-73e437d7e9ab · outbound

This paper cites Powerset multi-class cross entropy loss for neural speaker diarization.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Powerset multi-class cross entropy loss for neural speaker diarization

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:00:45.898617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 349115e2-7dc5-49bb-82e8-d2889652fb37 · outbound

This paper cites pyannote.audio 2.1 speaker diarization pipeline: principle, benchmark, and recipe.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot pyannote.audio 2.1 speaker diarization pipeline: principle, benchmark, and recipe

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:00:45.882801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ca17f8e5-94ab-4327-a234-057193db9ad1 · outbound

This paper cites an unresolved cited work.

FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot Unresolved cited work

Reference 2025

Resolution: parse uncertain; raw_fallback, observed 2026-08-05T12:00:46.070208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 4bcdddd7-3fe6-47af-9e1d-29abea65a4a3 · inbound

FireRedChat: A Pluggable, Full-Duplex Voice Interaction System with Cascaded and Semi-Cascaded Implementations cites this paper.

FireRedChat: A Pluggable, Full-Duplex Voice Interaction System with Cascaded and Semi-Cascaded Implementations FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T23:33:04.314045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 676e98a2-d3c0-4c1a-aa9a-15964a6a82ae · inbound

Qwen3-TTS Technical Report cites this paper.

Qwen3-TTS Technical Report FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-16T19:24:56.169130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 85a899a5-1326-4855-9f0c-b55acd8dfa31 · inbound

CapTalk: Unified Voice Design for Single-Utterance and Dialogue Speech Generation cites this paper.

CapTalk: Unified Voice Design for Single-Utterance and Dialogue Speech Generation FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:16:00.066357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation def0da8e-14cc-441f-90dd-899d9e8f6df3 · inbound

Multimodal Large Language Model-Enabled Video Translation: A Role-Oriented Survey cites this paper.

Multimodal Large Language Model-Enabled Video Translation: A Role-Oriented Survey FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 88

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:30:57.022266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3e9c3660-7e7d-4837-85e6-e1db2e1f4755 · inbound

TTS-PRISM: A Perceptual Reasoning and Interpretable Speech Model for Fine-Grained Diagnosis cites this paper.

TTS-PRISM: A Perceptual Reasoning and Interpretable Speech Model for Fine-Grained Diagnosis FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:26:06.900141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ea201a97-bad9-4520-a255-b746a50ce4f5 · inbound

Kinetic-Optimal Scheduling with Moment Correction for Metric-Induced Discrete Flow Matching in Zero-Shot Text-to-Speech cites this paper.

Kinetic-Optimal Scheduling with Moment Correction for Metric-Induced Discrete Flow Matching in Zero-Shot Text-to-Speech FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-12T03:06:18.903145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c59f4b74-288e-485e-b9f3-8ef84eb59645 · inbound

From Flat Language Labels to Typological Priors: Structured Language Conditioning for Multilingual Speech-to-Speech Translation cites this paper.

From Flat Language Labels to Typological Priors: Structured Language Conditioning for Multilingual Speech-to-Speech Translation FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:28:55.046486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b07cea6b-7b1f-499d-a707-763bc2d30046 · inbound

SemaVoice: Semantic-Aware Continuous Autoregressive Speech Synthesis cites this paper.

SemaVoice: Semantic-Aware Continuous Autoregressive Speech Synthesis FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-19T19:02:43.571927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 347fa992-b235-4df3-881b-b67243fca0b3 · inbound

PilotTTS: A Disciplined Modular Recipe for Competitive Speech Synthesis cites this paper.

PilotTTS: A Disciplined Modular Recipe for Competitive Speech Synthesis FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-29T16:23:39.902062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 23b15910-3c75-4b15-9600-4ec0c072da49 · inbound

SwanVoice: Expressive Long-Form Zero-Shot Speech Synthesis for Both Monologue and Dialogue cites this paper.

SwanVoice: Expressive Long-Form Zero-Shot Speech Synthesis for Both Monologue and Dialogue FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:26:13.142910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7403fb74-abe3-4dee-85de-5ee6503270fd · inbound

WavTTS: Towards High-Quality Zero-Shot TTS via Direct Raw Waveform Modeling cites this paper.

WavTTS: Towards High-Quality Zero-Shot TTS via Direct Raw Waveform Modeling FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 91

Resolution: verified exact; arxiv_id, observed 2026-07-02T05:16:39.764041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e414a990-d9d6-4970-9391-d82056e56a09 · inbound

VoxCPM2 Technical Report cites this paper.

VoxCPM2 Technical Report FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-07-02T19:47:19.789461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4af40350-8541-4072-9114-7128ce4677d3 · inbound

dots.tts Technical Report cites this paper.

dots.tts Technical Report FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-02T19:57:20.057397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 67ed1d33-45d0-4f92-b587-64bb4b7dd29f · inbound

TLDR: Compressing Audio Tokens for Efficient Autoregressive Text-to-Speech cites this paper.

TLDR: Compressing Audio Tokens for Efficient Autoregressive Text-to-Speech FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-03T03:07:35.862568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8976db81-22b6-4a89-b588-c4602aa08a20 · inbound

FlashTTS: Fast Streaming TTS with MTP Acceleration and X-pred Mean Flow Distillation cites this paper.

FlashTTS: Fast Streaming TTS with MTP Acceleration and X-pred Mean Flow Distillation FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-03T03:37:35.155827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3993a0d3-5e96-4bdc-b983-13a855139985 · inbound

EmoInstruct-TTS: Dual-Path Instruction-Guided Emotional Speech Synthesis cites this paper.

EmoInstruct-TTS: Dual-Path Instruction-Guided Emotional Speech Synthesis FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:47:30.569340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 698cc9de-f8e5-476a-a516-bc9dbdae1d65 · inbound

Sarashina2.2-TTS: Tackling Kanji Polyphony in Japanese Speech Generation via Data Scaling and Targeted Data Synthesis cites this paper.

Sarashina2.2-TTS: Tackling Kanji Polyphony in Japanese Speech Generation via Data Scaling and Targeted Data Synthesis FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-04T20:10:07.265869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dfe95108-84a6-49cc-bf55-78468548ad92 · inbound

HPRO: Hierarchical Progressive Reward Optimization via Preference Extraction for Emotional Text-to-Speech cites this paper.

HPRO: Hierarchical Progressive Reward Optimization via Preference Extraction for Emotional Text-to-Speech FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-01T18:25:57.629251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 156c0386-b4dd-449f-940e-2a7df766a339 · inbound

DELTA-TTS: Adapting Autoregressive Model into Diffusion Language Model for Text-to-Speech cites this paper.

DELTA-TTS: Adapting Autoregressive Model into Diffusion Language Model for Text-to-Speech FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-11T21:24:36.925360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c8c5536-3544-4e4e-9205-72d53a0d1476 · inbound

ZipL-Dialog: Memory-Efficient Long-Form Spoken Dialog Synthesis via Latent Flow Matching cites this paper.

ZipL-Dialog: Memory-Efficient Long-Form Spoken Dialog Synthesis via Latent Flow Matching FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T06:31:31.608149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b706bb34-4e39-4f81-b778-6bc3753d72b1 · inbound

Stable Autoregressive Speech Generation with Low-Frame-Rate High-Dimensional Continuous Tokens cites this paper.

Stable Autoregressive Speech Generation with Low-Frame-Rate High-Dimensional Continuous Tokens FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 110

Resolution: unresolved; no resolver link, observed 2026-08-03T08:35:56.089198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c8f1cfb-c94d-4215-ad4d-940288e57853 · inbound

SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks cites this paper.

SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-04T16:29:29.493316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc61158c-106d-4638-89d6-178270575d88 · inbound

SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks cites this paper.

SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-07T00:14:48.608557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89fb8f6b-3ee3-48eb-91b6-9efa46182242 · inbound

SemBridge: Semantic Token Anchoring for Continuous-Latent Autoregressive Speech Generation cites this paper.

SemBridge: Semantic Token Anchoring for Continuous-Latent Autoregressive Speech Generation FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-10T04:20:41.980552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6a00cd0-c484-42da-ae3f-df317a6ab822 · inbound

CuteTTS: Efficient and High-Quality Speech Synthesis via Autoregressive Modeling of Continuous Latents cites this paper.

CuteTTS: Efficient and High-Quality Speech Synthesis via Autoregressive Modeling of Continuous Latents FireRedTTS-2: Towards Long Conversational Speech Generation for Podcast and Chatbot

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-14T04:34:47.830741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.